<SEC-DOCUMENT>0001553350-22-000667.txt : 20220812
<SEC-HEADER>0001553350-22-000667.hdr.sgml : 20220812
<ACCEPTANCE-DATETIME>20220812163129
ACCESSION NUMBER:		0001553350-22-000667
CONFORMED SUBMISSION TYPE:	10-Q
PUBLIC DOCUMENT COUNT:		53
CONFORMED PERIOD OF REPORT:	20220630
FILED AS OF DATE:		20220812
DATE AS OF CHANGE:		20220812

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:		221160632

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

<p style="margin: 0pt"></p>

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

<!-- Field: Rule-Page --><div style="margin-top: 1pt; margin-bottom: 1pt; width: 100%"><div style="border-top: Black 0.25pc solid; font-size: 1pt">&#160;</div></div><!-- Field: /Rule-Page -->

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

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>SECURITIES AND EXCHANGE COMMISSION</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>WASHINGTON, D.C. 20549</b></p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center; text-indent: 3pc"><b>&#160;</b></p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>FORM <span id="xdx_90F_edei--DocumentType_c20220101__20220630_z5YaSRr7sKCi"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:DocumentType">10-Q</ix:nonNumeric></span></b></p>

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

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  <tr style="vertical-align: top">
    <td colspan="2" style="text-align: center">&#160;</td></tr>
  <tr style="vertical-align: top">
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    <td>&#160;</td></tr>
  <tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center; text-indent: 3pc"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center; text-indent: 3pc"><b>For the transition period
from ________________ to ________________</b><span style="font-size: 12pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center">Commission file number <span id="xdx_902_edei--EntityFileNumber_c20220101__20220630_z9lUu3H6mFyd"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:EntityFileNumber">000-55497</ix:nonNumeric></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<table cellspacing="0" cellpadding="0" style="width: 100%; border-collapse: collapse">
  <tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<table cellspacing="0" cellpadding="0" style="width: 100%; border-collapse: collapse">
  <tr>
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  <tr>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: center"><span style="font-size: 8pt"><i>(Address&#160;of&#160;principal&#160;executive&#160;offices)</i></span></td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: center">&#160;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b><span id="xdx_90F_edei--CityAreaCode_c20220101__20220630_zOfYwYGR4PW1"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:CityAreaCode">(904)</ix:nonNumeric></span> <span id="xdx_901_edei--LocalPhoneNumber_c20220101__20220630_zbgg0Ez0MQ25"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:LocalPhoneNumber">652-1616</ix:nonNumeric></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><i>(Registrant&#8217;s telephone number, including
area code)</i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center">Securities registered pursuant to Section 12(b)
of the Act:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td style="border-bottom: black 1pt solid; width: 34%; text-align: center"><span style="font-size: 8pt"><b>Title of each class</b></span></td>
    <td style="width: 1%; text-align: center">&#160;</td>
    <td style="border-bottom: black 1pt solid; width: 32%; text-align: center; text-indent: 4.15pt"><span style="font-size: 8pt"><b>Trading Symbol(s)</b></span></td>
    <td style="width: 1%; text-align: center">&#160;</td>
    <td style="border-bottom: black 1pt solid; width: 32%; text-align: center"><span style="font-size: 8pt"><b>Name of each exchange on which registered</b></span></td></tr>
  <tr style="vertical-align: top; background-color: #CCFFCC">
    <td style="text-align: center"><b><span id="xdx_908_edei--Security12bTitle_c20220101__20220630_zwaHNzlfcagc"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:Security12bTitle">Common Stock, par value $0.001</ix:nonNumeric></span></b></td>
    <td>&#160;</td>
    <td style="text-align: center"><b><span id="xdx_90D_edei--TradingSymbol_c20220101__20220630_zgkk8xY1wmP4"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:TradingSymbol">DUOT</ix:nonNumeric></span></b></td>
    <td>&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Indicate by check mark whether the registrant: (1) has filed all reports
required to be filed by Section 13 or 15(d) of the <span id="a_cp_change_6"></span>Securities Exchange Act of 1934 during the preceding 12
months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements
for the past 90 days.&#160;<span id="xdx_90E_edei--EntityCurrentReportingStatus_c20220101__20220630_zgh0dIjTvJzi"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:EntityCurrentReportingStatus">Yes</ix:nonNumeric></span>&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9746;</span>&#160;&#160;&#160;No&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">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 (<span id="a_cp_change_8"></span>&#167;232.405
of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such
files).&#160;<span id="xdx_900_edei--EntityInteractiveDataCurrent_c20220101__20220630_ziBpUPbOVHe7"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" name="dei:EntityInteractiveDataCurrent">Yes</ix:nonNumeric></span>&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9746;</span>&#160;&#160;&#160;No&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Indicate by check mark whether the registrant is a large accelerated
filer, an accelerated filer, a non-accelerated filer, a smaller reporting company<span id="a_cp_change_14"></span>, or an emerging growth
company. See <span id="a_cp_change_16"></span>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: 0pt 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr>
    <td style="width: 34%">Large accelerated filer&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></td>
    <td style="width: 33%">&#160;</td>
    <td style="width: 33%">Accelerated filer&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></td></tr>
  <tr>
    <td><span id="xdx_905_edei--EntityFilerCategory_c20220101__20220630_zsQHZpfOLsi5"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt-sec:entityfilercategoryen" name="dei:EntityFilerCategory">Non-accelerated filer</ix:nonNumeric></span>&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9746;</span></td>
    <td>&#160;</td>
    <td>Smaller reporting company&#160;<span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_90E_edei--EntitySmallBusiness_c20220101__20220630_ziYzfd3I9EB5"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt:booleantrue" name="dei:EntitySmallBusiness">&#9746;</ix:nonNumeric></span></span></td></tr>
  <tr>
    <td>Emerging growth company&#160;<span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_908_edei--EntityEmergingGrowthCompany_c20220101__20220630_zS5MTSJGsfUl"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt:booleanfalse" name="dei:EntityEmergingGrowthCompany">&#9744;</ix:nonNumeric></span></span>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; background-color: white">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; background-color: white">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 style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><span id="a_cp_change_19"></span>&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">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 style="font-family: Segoe UI Symbol,sans-serif">&#9744;</span>&#160;&#160;&#160;<span id="xdx_90B_edei--EntityShellCompany_c20220101__20220630_zZRWp77KKbRk"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt:booleanfalse" name="dei:EntityShellCompany">No</ix:nonNumeric></span>&#160;<span style="font-family: Segoe UI Symbol,sans-serif">&#9746;</span></p>

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

<p style="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">As of August 9, 2022, the
registrant has one class of common equity, and the number of shares outstanding of such common equity is <span id="xdx_901_edei--EntityCommonStockSharesOutstanding_iI_c20220809_zAVoNKCsYNEc"><ix:nonFraction name="dei:EntityCommonStockSharesOutstanding" contextRef="AsOf2022-08-09" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">6,105,885</ix:nonFraction></span>.
</p>

<!-- Field: Rule-Page --><div style="margin-top: 1pt; margin-bottom: 1pt; width: 100%"><div style="border-top: Black 0.25pc solid; font-size: 1pt">&#160;</div></div><!-- Field: /Rule-Page -->

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


<!-- Field: Page; Sequence: 1 -->
    <div style="margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="width: 100%"><tr><td style="text-align: center; width: 100%">&#160;</td></tr></table></div>
    <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>
    <!-- Field: /Page -->

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="toc"></span><span id="a_Aci_Pg1"></span><b>TABLE
OF CONTENTS</b></p>

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

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, 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: 82%; text-align: center"><b>PART I &#8211; FINANCIAL INFORMATION</b></td>
    <td style="vertical-align: bottom; width: 8%">&#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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item1">Item 1.</a></td>
    <td style="vertical-align: top">Financial Statements</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl2_31"></span>1</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item2">Item 2.</a></td>
    <td style="vertical-align: top">Management&#8217;s Discussion and Analysis of Financial Condition and Results of Operations</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl4_3238"></span>23</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item3">Item 3.</a></td>
    <td style="vertical-align: top">Qualitative and Quantitative Disclosures about Market Risk</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl6_3337"></span>34</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item4">Item 4.</a></td>
    <td style="vertical-align: top">Controls and Procedures</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl8_3338"></span>35</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: #CCFFCC">
    <td style="vertical-align: top; text-align: center">&#160;</td>
    <td style="vertical-align: top; text-align: center"><b>PART II &#8211; OTHER INFORMATION</b></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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_1">Item 1.</a></td>
    <td style="vertical-align: top">Legal Proceedings</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl10_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_1a">Item 1A.</a></td>
    <td style="vertical-align: top">Risk Factors</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl12_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_2">Item 2.</a></td>
    <td style="vertical-align: top">Unregistered Sales of Equity Securities and Use of Proceeds</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl14_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_3">Item 3.</a></td>
    <td style="vertical-align: top">Defaults Upon Senior Securities</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl16_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_4">Item 4.</a></td>
    <td style="vertical-align: top">Mine Safety Disclosures</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl18_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_5">Item 5.</a></td>
    <td style="vertical-align: top">Other Information</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl20_3339"></span>36</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: #CCFFCC">
    <td style="vertical-align: top"><a href="#item_6">Item 6.</a></td>
    <td style="vertical-align: top">Exhibits</td>
    <td style="vertical-align: bottom; text-align: center"><span id="a_Aci_Fl22_3430"></span>36</td></tr>
  </table>
<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 3pc">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; background-color: #CCFFCC; border-collapse: collapse">
  <tr>
    <td style="vertical-align: top; width: 92%"><a href="#signatures">SIGNATURES</a></td>
    <td style="vertical-align: bottom; width: 8%; text-align: center"><span id="a_Aci_Fl24_3431"></span>37</td></tr>
  </table>
<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 3pc">&#160;</p>

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 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: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="a_Aci_Pg2"></span><b>PART I FINANCIAL INFORMATION</b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 1. Financial Statements.<span id="item1"></span></b></p>

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

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

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

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


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

<table cellpadding="0" cellspacing="0" id="xdx_305_111_z5icWgnwAP81" summary="xdx: Statement - CONSOLIDATED BALANCE SHEETS (Unaudited)" style="border-collapse: collapse; width: 100%">
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    <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 id="xdx_490_20220630" 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_20211231" style="text-align: center">&#160;</td><td style="text-align: left">&#160;</td></tr>
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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 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">&#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--Cash_i02I_maCzhV3_zloGU1CLYix7" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_40D_eus-gaap--AccountsReceivableNetCurrent_i02I_maCzhV3_zQEw6UmcAvGd" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:AccountsReceivableNetCurrent" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">321,260</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="us-gaap:AccountsReceivableNetCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,738,543</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_408_eus-gaap--ContractWithCustomerAssetNetCurrent_i02I_maCzhV3_zVAPiB2IsHsi" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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"><ix:nonFraction name="us-gaap:ContractWithCustomerAssetNetCurrent" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">702,372</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="us-gaap:ContractWithCustomerAssetNetCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">3,449</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--InventoryNet_i02I_maCzhV3_zogodezLmnUi" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:InventoryNet" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">780,218</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="us-gaap:InventoryNet" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">298,338</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--PrepaidExpenseAndOtherAssetsCurrent_i02I_maCzhV3_zanpML5ktGF5" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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_406_eus-gaap--AssetsCurrent_i02TI_mtCzhV3_maCzfnB_zNvOtwWtLIil" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#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_402_eus-gaap--PropertyPlantAndEquipmentNet_i02I_maCzfnB_z4DdOulYaxnj" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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"><ix:nonFraction name="us-gaap:PropertyPlantAndEquipmentNet" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">601,824</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="us-gaap:PropertyPlantAndEquipmentNet" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">603,253</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--OperatingLeaseRightOfUseAsset_i02I_maCzfnB_zEafAzGeLWL5" style="vertical-align: bottom; background-color: transparent">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; text-indent: -0.5pc; padding-left: 1.5pc">Operating lease right of use asset</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="us-gaap:OperatingLeaseRightOfUseAsset" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,767,219</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 id="xdx_408_eus-gaap--SecurityDeposit_i02I_maCzfnB_zmCOSzLmMFrj" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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"><ix:nonFraction name="us-gaap:SecurityDeposit" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">740,793</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="us-gaap:SecurityDeposit" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">600,000</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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_40B_eus-gaap--AssetsNoncurrentAbstract_i01B_z4ef8mAVRlff" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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_40A_eus-gaap--IntangibleAssetsNetExcludingGoodwill_i02I_maCzH2K_zOudBYoBLVfj" style="vertical-align: bottom; background-color: transparent">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_402_eus-gaap--LiabilitiesAndStockholdersEquityAbstract_iB_zzqkufVpEfO9" style="vertical-align: bottom; background-color: transparent">
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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(204,255,204)">
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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_407_eus-gaap--LiabilitiesCurrentAbstract_i01B_zklcmdEjRF04" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_40D_eus-gaap--AccountsPayableCurrent_i02I_maCz8Wy_zfIbzqSrjMbe" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_401_eus-gaap--OtherNotesPayableCurrent_i02I_maCz8Wy_zVvFPHHFqhH1" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_405_eus-gaap--AccruedLiabilitiesCurrent_i02I_maCz8Wy_zF42tao7Bzaa" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_404_eus-gaap--FinanceLeaseLiabilityCurrent_i02I_maCz8Wy_zbiCLDifmDT4" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:FinanceLeaseLiabilityCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">80,335</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_403_eus-gaap--OperatingLeaseLiabilityCurrent_i02I_maCz8Wy_zMYQNEMW2iic" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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"><ix:nonFraction name="us-gaap:OperatingLeaseLiabilityCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">315,302</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_405_eus-gaap--ContractWithCustomerLiabilityCurrent_i02I_maCz8Wy_zpmpORmpVXN6" style="vertical-align: bottom; background-color: transparent">
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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="us-gaap:ContractWithCustomerLiabilityCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,829,311</ix:nonFraction></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(204,255,204)">
    <td>&#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_40E_eus-gaap--LiabilitiesCurrent_i02TI_mtCz8Wy_maCzW79_zNHiRaxPXqYd" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:LiabilitiesCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">3,940,044</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#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--FinanceLeaseLiabilityNoncurrent_i02I_maCzW79_z237GISuArB6" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:FinanceLeaseLiabilityNoncurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">22,851</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_403_eus-gaap--OperatingLeaseLiabilityNoncurrent_i02I_maCzW79_zTWjspABcZVe" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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_40A_eus-gaap--Liabilities_i01TI_mtCzW79_maCzxUB_zKBuoBLU6qg7" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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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    <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: transparent">
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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_405_eus-gaap--StockholdersEquityAbstract_iB_zr6QTjMeCrz3" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">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_401_eus-gaap--PreferredStockValue_iI_pp0p0_maCzZUM_zRdN0ujPoflb" style="vertical-align: bottom; background-color: transparent">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; text-indent: -0.5pc; padding-left: 1.5pc">Preferred stock:&#160;&#160;$<span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_c20220630_pdd" title="Preferred Stock, Par or Stated Value Per Share"><span id="xdx_902_eus-gaap--PreferredStockParOrStatedValuePerShare_c20211231_pdd" title="Preferred Stock, Par or Stated Value Per Share"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">0.001</ix:nonFraction></ix:nonFraction></span></span> par value, <span id="xdx_906_eus-gaap--PreferredStockSharesAuthorized_c20220630_pdd" title="Preferred Stock, Shares Authorized"><span id="xdx_903_eus-gaap--PreferredStockSharesAuthorized_c20211231_pdd" title="Preferred Stock, Shares Authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">10,000,000</ix:nonFraction></ix:nonFraction></span></span> authorized, <span id="xdx_90F_ecustom--PreferredStockSharesAvailableToBeDesignated_c20220630_pdd" title="Preferred Stock, Shares Designated"><span id="xdx_90C_ecustom--PreferredStockSharesAvailableToBeDesignated_c20211231_pdd" title="Preferred Stock, Shares Designated"><ix:nonFraction name="duot:PreferredStockSharesAvailableToBeDesignated" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="duot:PreferredStockSharesAvailableToBeDesignated" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">9,480,000</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">&#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(204,255,204)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; text-indent: -0.5pc; padding-left: 2.5pc">Series A redeemable
    convertible preferred stock, $<span id="xdx_909_eus-gaap--TemporaryEquityParOrStatedValuePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Par or Stated Value Per Share"><span id="xdx_904_eus-gaap--TemporaryEquityParOrStatedValuePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Par or Stated Value Per Share"><ix:nonFraction name="us-gaap:TemporaryEquityParOrStatedValuePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:TemporaryEquityParOrStatedValuePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">10</ix:nonFraction></ix:nonFraction></span></span>
    stated value per share, <span id="xdx_903_eus-gaap--TemporaryEquitySharesAuthorized_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Authorized"><span id="xdx_904_eus-gaap--TemporaryEquitySharesAuthorized_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Authorized"><ix:nonFraction name="us-gaap:TemporaryEquitySharesAuthorized" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesAuthorized" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">500,000</ix:nonFraction></ix:nonFraction></span></span>
    shares designated; <span id="xdx_902_eus-gaap--TemporaryEquitySharesIssued_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Issued"><span id="xdx_904_eus-gaap--TemporaryEquitySharesOutstanding_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Outstanding"><span id="xdx_901_eus-gaap--TemporaryEquitySharesIssued_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Issued"><span id="xdx_901_eus-gaap--TemporaryEquitySharesOutstanding_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Temporary Equity, Shares Outstanding"><ix:nonFraction name="us-gaap:TemporaryEquitySharesIssued" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesOutstanding" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesIssued" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:TemporaryEquitySharesOutstanding" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></ix:nonFraction></ix:nonFraction></span></span></span></span>
    issued and outstanding at June 30, 2022 and December 31, 2021 convertible into common stock at $<span id="xdx_90B_eus-gaap--PreferredStockRedemptionPricePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_908_eus-gaap--PreferredStockRedemptionPricePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesAPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.30</ix:nonFraction></ix:nonFraction></span></span>
    per share</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--PreferredStockValue_pp0p0_maCzZUM_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_z4LYnWOaGML1" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0165">&#8212;</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_98A_eus-gaap--PreferredStockValue_pp0p0_maCzZUM_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesAPreferredStockMember_ze4XNKBIczKh" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0167">&#8212;</span></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: transparent">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; text-indent: -0.5pc; padding-left: 2.5pc">Series B convertible preferred stock, $<span id="xdx_90C_eus-gaap--PreferredStockParOrStatedValuePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Par or Stated Value Per Share"><span id="xdx_901_eus-gaap--PreferredStockParOrStatedValuePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Par or Stated Value Per Share"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span> stated value per share, <span id="xdx_909_eus-gaap--PreferredStockSharesAuthorized_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Authorized"><span id="xdx_90E_eus-gaap--PreferredStockSharesAuthorized_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">15,000</ix:nonFraction></ix:nonFraction></span></span> shares designated; <span id="xdx_908_eus-gaap--PreferredStockSharesIssued_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Issued"><span id="xdx_90D_eus-gaap--PreferredStockSharesOutstanding_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Issued"><span id="xdx_908_eus-gaap--PreferredStockSharesOutstanding_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred Stock, Shares Outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></ix:nonFraction></span></span> issued and outstanding at June 30, 2022 and December 31, 2021, convertible into common stock at $<span id="xdx_90C_eus-gaap--PreferredStockRedemptionPricePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_909_eus-gaap--PreferredStockRedemptionPricePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">7</ix:nonFraction></ix:nonFraction></span></span> per share</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--PreferredStockValue_pp0p0_maCzZUM_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zvuXUVLzqhWl" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">851,000</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">&#160;</td><td id="xdx_98B_eus-gaap--PreferredStockValue_pp0p0_maCzZUM_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zjRtN4jeQgSl" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">851,000</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left; text-indent: -0.5pc; padding-left: 2.5pc">Series C
    convertible preferred stock, $<span id="xdx_90D_eus-gaap--PreferredStockParOrStatedValuePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Par or Stated Value Per Share"><span id="xdx_902_eus-gaap--PreferredStockParOrStatedValuePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Par or Stated Value Per Share"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></ix:nonFraction></span></span>
    stated value per share, <span id="xdx_90A_eus-gaap--PreferredStockSharesAuthorized_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Authorized"><span id="xdx_90F_eus-gaap--PreferredStockSharesAuthorized_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">5,000</ix:nonFraction></ix:nonFraction></span></span>
    shares designated; <span id="xdx_90F_eus-gaap--PreferredStockSharesIssued_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Issued"><span id="xdx_90C_eus-gaap--PreferredStockSharesOutstanding_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span>
    issued and outstanding at June 30, 2022 and <span id="xdx_90A_eus-gaap--PreferredStockSharesIssued_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred Stock, Shares Outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">2,500</ix:nonFraction></ix:nonFraction></span></span>
    issued and outstanding at December 31, 2021, convertible into common stock at $<span id="xdx_90D_eus-gaap--PreferredStockRedemptionPricePerShare_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><span id="xdx_90A_eus-gaap--PreferredStockRedemptionPricePerShare_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Preferred stock, conversion price per share"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares"><ix:nonFraction name="us-gaap:PreferredStockRedemptionPricePerShare" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">5.50</ix:nonFraction></ix:nonFraction></span></span>
    per share</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_98F_eus-gaap--PreferredStockValue_pp0p0_maCzZUM_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zBJseTbQQZP5" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0213">&#8212;</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--PreferredStockValue_pp0p0_maCzZUM_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zkFDTnNEIRg" title="Preferred Stock, Value, Issued" style="font: 10pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:PreferredStockValue" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,500,000</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr id="xdx_408_eus-gaap--CommonStockValue_iI_maCzZUM_znuRHxIQHVM3" style="vertical-align: bottom; background-color: transparent">
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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"><ix:nonFraction name="us-gaap:CommonStockValue" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,107</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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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>&#160;</b></p>


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


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

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

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

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

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


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

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

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

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

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


<table cellpadding="0" cellspacing="0" id="xdx_304_113_zXdadESeplY4" summary="xdx: Statement - CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited)" style="border-collapse: collapse; width: 100%">
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    <td style="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_492_20220101_20220630" style="font: 10pt Times New Roman, Times, Serif; text-align: center">&#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="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>
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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: 0pt 0; text-align: center">&#160;</p>

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

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

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

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

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>For the Six Months Ended June 30,
2022 and 2021</b></p>

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


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

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


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


<table cellpadding="0" cellspacing="0" id="xdx_305_114_zUMSH10hOnN5" summary="xdx: Statement - STATEMENTS OF CHANGES IN STOCKHOLDER&apos;S EQUITY (Unaudited)" style="border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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 id="xdx_4B1_us-gaap--StatementEquityComponentsAxis_custom--PreferredStockBMember_z4ekxJTBqXA2" style="text-align: center">&#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 id="xdx_4B5_us-gaap--StatementEquityComponentsAxis_custom--PreferredStockCMember_zeUTyovHs1ib" style="text-align: center">&#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 id="xdx_4BA_us-gaap--StatementEquityComponentsAxis_us-gaap--CommonStockMember_zhfOe8AgAtOk" 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_4B8_us-gaap--StatementEquityComponentsAxis_us-gaap--AdditionalPaidInCapitalMember_z0uhcY1xNHYg" 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_4B9_us-gaap--StatementEquityComponentsAxis_us-gaap--RetainedEarningsMember_zN9dWBF7dz1e" 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_4B0_us-gaap--StatementEquityComponentsAxis_us-gaap--TreasuryStockMember_z0qY56VLEmnj" style="text-align: center">&#160;</td><td style="text-align: left">&#160;</td><td>&#160;</td>
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    <td>&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Preferred Stock B</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td>
    <td colspan="6" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Preferred Stock C</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td>
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    <td colspan="2" style="font: bold 7pt Times New Roman, Times, Serif; text-align: center">Accumulated</td><td style="font: bold 7pt Times New Roman, Times, Serif">&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td></tr>
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    <td>&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center"># of Shares</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Amount</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center"># of Shares</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center"># of Shares</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Amount</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Paid-in-Capital</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Deficit</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Treasury Stock</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font: bold 7pt Times New Roman, Times, Serif; text-align: center">Total</td><td style="font: bold 7pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2">&#160;</td><td>&#160;</td></tr>
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    <td style="font: 8pt Times New Roman, Times, Serif; width: 30%">Balance December 31, 2021</td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 8pt Times New Roman, Times, Serif; width: 4%; text-align: right"><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_custom_PreferredStockBMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">851,000</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 8pt Times New Roman, Times, Serif; width: 4%; text-align: right"><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_CommonStockMember" format="ixt:numdotdecimal" decimals="0" unitRef="USD">4,111</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 8pt Times New Roman, Times, Serif; width: 4%; text-align: right">(<ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31_us-gaap_TreasuryStockMember" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">157,452</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">)</td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">$</td><td style="font: 8pt Times New Roman, Times, Serif; width: 4%; text-align: right"><ix:nonFraction name="us-gaap:StockholdersEquity" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">781,485</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; width: 1%; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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><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_ecustom--SeriesCPreferredConvertedToCommonStock_i_pp0p0" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">Series C preferred stock converted to common stock</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0407">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td id="xdx_986_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__custom--PreferredStockCMember_zpPcJJrt1FJi" title="Series C preferred converted to common stock, shares" style="font: 8pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="duot:SeriesCPreferredConvertedToCommonStockShares" contextRef="From2022-01-012022-03-31_custom_PreferredStockCMember" format="ixt:numdotdecimal" decimals="INF" sign="-" unitRef="Shares">2,500</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">)</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0412">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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><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--StockIssuedDuringPeriodValueStockOptionsExercised_i_pp0p0" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">Stock options compensation</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0421">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0424">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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 id="xdx_404_eus-gaap--StockIssuedDuringPeriodValueOther_i_pp0p0" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">Common stock issued for cash</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0428">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0431">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0432">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueOther" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">6,095,000</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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><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_40A_eus-gaap--PaymentsOfStockIssuanceCosts_iN_pp0p0_di_zsMFYuTxICOc" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">Stock issuance cost</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0437">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0438">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0439">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">(<ix:nonFraction name="us-gaap:PaymentsOfStockIssuanceCosts" contextRef="From2022-01-012022-03-31_us-gaap_AdditionalPaidInCapitalMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">576,650</ix:nonFraction></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">)</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0442">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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><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--StockIssuedDuringPeriodValueIssuedForServices_i_pp0p0" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">Stock issued for services</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0445">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right">&#8212;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0446">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0450">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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="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 id="xdx_409_eus-gaap--StockIssuedDuringPeriodValueStockOptionsExercised_zFBFjFhbYIQd" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
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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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    <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>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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><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="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0584">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif">&#160;</td>
    <td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0585">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#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><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>
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    <td style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: left">&#160;</td><td style="border-bottom: Black 1pt solid; font: 8pt Times New Roman, Times, Serif; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0589">&#8212;</span></td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">&#160;</td><td style="font: 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center">See accompanying condensed notes to the unaudited
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>&#160;</b></p>

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


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

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

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

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

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

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


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


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





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

<table cellpadding="0" cellspacing="0" id="xdx_302_112_zRSWRnGNESJg" summary="xdx: Statement - CONSOLIDATED STATEMENTS OF CASH FLOWS (Unaudited)" style="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">(<ix:nonFraction name="duot:PppLoanForgivenessIncludingAccruedInterest" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">1,421,577</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr id="xdx_40E_ecustom--AmortizationOfOperatingLeaseRightOfUseAsset_i01_maCzLQO_z2hNpgJAxLY8" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_408_eus-gaap--IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract_i01B_zCpoiTrvhcB8" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_404_eus-gaap--IncreaseDecreaseInReceivables_i02N_di_msCzLQO_zEOGwBJOv652" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_405_eus-gaap--IncreaseDecreaseInContractWithCustomerAsset_i02N_di_msCzLQO_zyBvp3bU0Pc1" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_402_eus-gaap--IncreaseDecreaseInInventories_i02N_di_msCzLQO_zBgXbxp4kJh8" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_40F_eus-gaap--IncreaseDecreaseInPrepaidExpense_i02N_di_msCzLQO_zoo04rloRACk" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_40B_eus-gaap--IncreaseDecreaseInAccountsPayableTrade_i02_maCzLQO_zEY6VaDEO8t" style="vertical-align: bottom; background-color: transparent">
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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">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInAccountsPayableTrade" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">69,638</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr id="xdx_40F_eus-gaap--IncreaseDecreaseInEmployeeRelatedLiabilities_i02_maCzLQO_zWXjeD5rGfjb" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInEmployeeRelatedLiabilities" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">3,146</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr id="xdx_40D_eus-gaap--IncreaseDecreaseInAccruedLiabilities_i02_maCzLQO_zgT7VsLrcOCk" style="vertical-align: bottom; background-color: transparent">
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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">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInAccruedLiabilities" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">108,550</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>
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  <tr id="xdx_408_eus-gaap--IncreaseDecreaseInOperatingLeaseLiability_i02_maCzLQO_z9AkfMw79Lgg" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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">(<ix:nonFraction name="us-gaap:IncreaseDecreaseInOperatingLeaseLiability" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">110,843</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr id="xdx_403_eus-gaap--IncreaseDecreaseInContractWithCustomerLiability_i02_maCzLQO_zHn4M9BwBWK1" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_40F_eus-gaap--NetCashProvidedByUsedInOperatingActivities_i02T_mtCzLQO_maCz6Kx_zidf1mRLqQkh" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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_40A_eus-gaap--NetCashProvidedByUsedInInvestingActivitiesAbstract_iB_zlpLdoOglrae" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_407_eus-gaap--PaymentsToAcquireIntangibleAssets_i01N_di_msCzYJf_z9YwHDZY37g3" style="vertical-align: bottom; background-color: transparent">
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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">(<ix:nonFraction name="us-gaap:PaymentsToAcquireIntangibleAssets" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" unitRef="USD">13,660</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>
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  <tr id="xdx_40C_eus-gaap--PaymentsToDevelopSoftware_i01N_di_msCzYJf_z8xdXzkg8zwb" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_408_eus-gaap--PaymentsToAcquirePropertyPlantAndEquipment_i01N_di_msCzYJf_zGk1DqMpIEK2" style="vertical-align: bottom; background-color: transparent">
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  <tr id="xdx_40C_eus-gaap--NetCashProvidedByUsedInInvestingActivities_i01T_mtCzYJf_maCz6Kx_zdKbjyZa7dKb" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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">(<ix:nonFraction name="us-gaap:NetCashProvidedByUsedInInvestingActivities" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" sign="-" unitRef="USD">191,927</ix:nonFraction></td><td style="font: 10pt Times New Roman, Times, Serif; text-align: left">)</td></tr>
  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#160;</td><td>&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>&#160;</b></p>

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

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="a_Aci_Pg4"></span><b>&#160;</b></p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="a_Aci_Pg5"></span><span id="a_Aci_Pg6"></span><span id="a_Aci_Pg8"></span><span id="a_Aci_Pg9"></span><b>DUOS
TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>CONDENSED NOTES TO THE CONSOLIDATED FINANCIAL
STATEMENTS</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>June 30, 2022</b></p>

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

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

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:BusinessDescriptionAndAccountingPoliciesTextBlock"><p id="xdx_805_eus-gaap--BusinessDescriptionAndAccountingPoliciesTextBlock_z95kSMV95SLi" style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b>NOTE 1 &#8211; <span id="xdx_824_zWQbzfmRqxfc">NATURE OF OPERATIONS, BASIS
OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES</span></b></p>

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

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:NatureOfOperations"><p id="xdx_84F_eus-gaap--NatureOfOperations_zrWl8ckTG9O5" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_869_ze7wZyUdwSt1">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. and TrueVue360, Inc. (collectively the &#8220;Company&#8221;), develops and
deploys vision based analytical technology solutions that will help to transform precision railroading, logistics and inter-modal transportation
operations. Additionally, these unique patented solutions can be employed into many other industries.</p>

<p style="font: 10pt Times New 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 developed the Railcar Inspection Portal
(RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated
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 an extremely high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence (&#8220;AI&#8221;) algorithms to identify
specific defects and/or areas of interest on each railcar. This is all accomplished within minutes of a railcar passing through our portal.
This solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.
Government agencies can conduct digital inspections combined with the incorporated AI to improve rail traffic flow across borders which
also directly benefits the Class 1 railroads through increasing their velocity.</p>

<p style="font: 10pt Times New 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 and reduces/removes personnel from gatehouses 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 the vehicle throughput on each lane on which the technology is deployed.</p>

<p style="font: 10pt Times New 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&#174; and Praesidium&#8482;.
All solutions provided include a variant of both applications. Centraco is designed primarily as the user interface to 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 (AI) 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. The Company also offers
technical support services for the above products.</p>

<p style="font: 10pt Times New 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 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
had 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">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 OPEX 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">&#160;</p>

<ix:exclude><p id="xdx_230_z6R4Q1bxTiBb" 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; Section: notes; Options: NewSection; Value: 5 -->
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<ix:exclude><p id="xdx_239_zJG02F652WGh" 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_zBak8ELDmg0k" 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: justify; text-indent: 3pc"><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 six months ended
June 30, 2022 are not necessarily indicative of the results that may be expected for the year ending December 31, 2022 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
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:Reclassifications"><p id="xdx_844_eus-gaap--Reclassifications_zgfn1igvi6f6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86E_zR99gNdJwfi3">Reclassifications</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 reclassified certain expenses for the
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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 following tables reflect the reclassification
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</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>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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    <td>&#160;</td>
    <td>Technology systems</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td>
    <td>&#8212;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>Total Cost of Revenues</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>
<ix:exclude><p id="xdx_236_zNSbYczvUrM5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b></b></p></ix:exclude>

<ix:exclude><p id="xdx_23F_zs2uzAQJmNG8" 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"></p>

<ix:exclude><p id="xdx_23E_zdDJZ0xbzTB4" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 8 -->
    <div id="xdx_236_zRUDhvDshzR1" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" style="font: normal 10pt Times New Roman, Times, Serif; width: 100%"><tr><td id="xdx_23F_zKaXTTpwrlh7" style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Name: PageNo -->6<!-- Field: /Sequence -->&#160;</td></tr></table></div>
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<ix:exclude><p id="xdx_23F_znWsO1jFiLJe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23E_zPfcbfnjZoX5" 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">The Company reclassified certain expenses for the
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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 following tables reflect the reclassification
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <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>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="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></b></p>

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

<ix:exclude><p id="xdx_239_zwURJNKh1cK9" style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23A_zKBTRtnAeRYi" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_231_zqfjjicZZYJb" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 9 -->
    <div id="xdx_23A_zqUKXEEKE4x3" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_231_zv3nTAgHT7p3" style="font: normal 10pt Times New Roman, Times, Serif; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Name: PageNo -->7<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_233_z10l2fDKF0Lh" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_232_z61VWoHAMwpe" 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>June 30, 2022</b></p><p id="xdx_23D_zrle5vMJ6SPl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
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<ix:exclude><p id="xdx_23B_zUhTu6n1TWWb" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:ConsolidationPolicyTextBlock"><p id="xdx_84E_eus-gaap--ConsolidationPolicyTextBlock_z01EeoQpfcVj" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_868_zlOc254VkUdd">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="From2022-01-01to2022-06-30" escape="true" name="us-gaap:UseOfEstimates"><p id="xdx_841_eus-gaap--UseOfEstimates_zIz2PfR57ig8" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zaK8LZWtes23">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, 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, 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>

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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"><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
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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"><b>Significant Customers and Concentration of Credit Risk</b></p>

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<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: 10pt Times New 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 the six months ended June 30, 2022, four customers
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4&#8221;) of revenues. For the six months ended June 30, 2021, one customer accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_za0cxHsPHM2i" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-06-30_custom_Customer2Member_us-gaap_SalesRevenueNetMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">69</ix:nonFraction></span>% (&#8220;Customer 2&#8221;)&#160;of revenues.
In all cases, there is no minimum contract value stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full with 30% 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. Each of the customers referenced
has the following termination provisions:</p>

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

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
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    <td style="width: 94%; text-align: justify">Customer 1, termination can be made, prior to delivery of products or services, in the case where either party breaches any of its obligations under the agreement between the parties. The other party may terminate the agreement effective 15 Business Days following notice from the non-defaulting party, if the non-performance has not been cured within such period, and without prejudice to damages that could be claimed by the non-defaulting party. Either party may terminate the agreement if the other party becomes unable to pay its debts in the ordinary course of business; goes into liquidation (other than for the purpose of a genuine amalgamation or restructuring); has a receiver appointed over all or part of its assets; enters into a composition or voluntary arrangement with its creditors; or any similar event occurs in any jurisdiction, all to the extent permitted by law.</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc">&#160;</p>
<ix:exclude><p id="xdx_235_zW507itJRt2l" style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23D_zsnsJQfuZvXe" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 10 -->
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    <div id="xdx_23D_zcu3pwzo0l3d" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_234_z5QHzDbVIHsj" 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>June 30, 2022</b></p><p id="xdx_238_z1LKJWFsyGZd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_232_za0AD20kIkT2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
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    <td style="width: 94%; text-align: justify">For Customer 2, prior to delivery of products or services, either party may terminate the agreement between the parties upon the other party&#8217;s material breach of a representation, warranty, term, covenant or undertaking in the agreement if, within 30 days following the delivery of a written notice to the defaulting party setting forth in reasonable detail the basis of such default, the defaulting party has not rectified such default to the reasonable satisfaction of the non-defaulting party. Failure to perform due to a force majeure condition shall not be considered a material default under the agreement.</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Symbol">&#183;</span></td>
    <td style="text-align: justify">For Customer 3, prior to delivery of products or services if the customer terminates the statement of work for convenience, no refund of any advance payments will be due to Customer 3. ln the event of a material breach by the Company, which breach is not cured, or cure has not begun within 30 days of written notice to the Company by Customer 3, Customer 3 may terminate this statement of work for cause. In the event of termination by Customer 3 for cause, the Company shall reimburse Customer 3 any unused prepaid fees on a pro rata basis.</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
    <td style="width: 3%"><span style="font-family: Symbol">&#183;</span></td>
    <td style="width: 94%; text-align: justify"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0">For Customer 4, if the customer terminates this Agreement for convenience,
no refund, of any advance payments, will be due to Customer 4 and after taking appropriate mitigating actions, may submit to the Customer
a claim for termination costs. Such costs will not exceed the unpaid balance of the contract. In the event of a material breach by Duos,
which breach is not cured, or cure has not begun within 10 days of written notice to Duos by Customer 4, Customer 4 may terminate this
Agreement for cause. In the event of termination by Customer 4 for cause, Duos shall reimburse Customer for any costs, losses and damages
suffered or incurred arising from such event of default. Duos has secured a Performance and Payment Bond for specific project work be
undertaken by the Company for Customer 4.</p></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">At June 30, 2022, four customers accounted for <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zMc2hoG8ocIl" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer1Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">46</ix:nonFraction></span>%,
<span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zMj7klJUJ9M7" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer2Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">20</ix:nonFraction></span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer3Member_zJSXtvefoAMg" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer3Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">15</ix:nonFraction></span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer4Member_zEXfMtJJLdv3" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer4Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">12</ix:nonFraction></span>% of accounts receivable. At December 31, 2021, two customers accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zEImla0gXDGc" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-12-31_us-gaap_AccountsReceivableMember_custom_Customer1Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">81</ix:nonFraction></span>% and <span id="xdx_909_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zctZJ0JM5b8d" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-12-31_us-gaap_AccountsReceivableMember_custom_Customer2Member" 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 of the customers listed here are Class 1 railroads or large government funded national railroad.
The Class 1 railroads have a multi-year history of timely payments to us.</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>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 six months ended June 30, 2022, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zTshJuwqYJOf" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_country_US_custom_Customer3Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">51</ix:nonFraction></span>% of revenue was generated from three customers outside of the United States. For the six months ended June 30, 2021, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zVgaRQsRI86k" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-06-30_country_US_custom_Customer3Member" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">75</ix:nonFraction></span>% of revenue was generated from three customers outside of the United States. These customers are Canadian and Mexican, and two of the
three are Class 1 railroads operating in the United States.</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"><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">At June 30, 2022, two vendors accounted for <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zxsmqwkcPXsg" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_VendorOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">17</ix:nonFraction></span>% and
<span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorTwoMember_zhgq10JExS1f" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_VendorTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">11</ix:nonFraction></span>% of accounts payable. At December 31, 2021, one vendor accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zYoBUhYmab91" title="Concentration of Credit Risk"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-12-31_us-gaap_AccountsPayableMember_custom_VendorOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">14</ix:nonFraction></span>% of accounts payable.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">One supplier accounted for approximately <span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_z8WxCcWfnyq9"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_SuppliersTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">12</ix:nonFraction></span>% of
total purchases for the six months ended June 30, 2022. One supplier accounted for approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_zr8JWiBA28Td"><ix:nonFraction name="us-gaap:ConcentrationRiskPercentage1" contextRef="From2021-01-012021-06-30_us-gaap_AccountsPayableMember_custom_SuppliersTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">21</ix:nonFraction></span>% of total purchases for six
months ended June 30, 2021.</p>

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

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:FairValueMeasurementPolicyPolicyTextBlock"><p id="xdx_844_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zP6K68xmQV86" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_z8dQaBXUfS7e">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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%">Level 1:</td>
    <td style="width: 90%">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 2:</td>
    <td>Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 3:</td>
    <td style="text-align: justify">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.</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>
<ix:exclude><p id="xdx_238_zb15wjjkd2Ud" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b></b></p></ix:exclude>

<ix:exclude><p id="xdx_234_zJEwzV2q7qQf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23B_zlVQ9p2GOEL2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_235_z26fWZDxhnI3" style="font: 10pt Times New Roman, Times, Serif; margin: 0"></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 11 -->
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    <div id="xdx_23D_zhKyXx0AidSc" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_231_zRj3FLCdbgwk" 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>June 30, 2022</b></p><p id="xdx_23F_zVfpzgWnKKB" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_231_zdYqJ4fbn8Pi" 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 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 expense, 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"><b>&#160;</b><span style="font-size: 4pt">&#160;</span><b>&#160;</b></p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:ResearchDevelopmentAndComputerSoftwarePolicyTextBlock"><p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbfR21QCmHvg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zmy8vg4Qe167">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 0 0 3pc; text-align: justify; text-indent: -3pc">&#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">Basic earnings per share (EPS) are computed by dividing
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. At
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issuable upon conversion of Series B convertible preferred stock all of which were excluded from the computation of dilutive 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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<p style="font: 10pt Times New 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>

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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
to be used in the production of our technology systems or in connection with maintenance agreements with customers. 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: 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; 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>

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<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="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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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">The Company generates revenues from four sources:</p>

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

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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"><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 technology systems
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 direct 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">&#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. &#160;</p>

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

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<ix:exclude><p id="xdx_238_zKPZ3xMjNbBf" 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"><b>Technical Support</b></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;</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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
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    <td style="width: 24px">(1)</td>
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  <tr style="vertical-align: top">
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    <td>(4)</td>
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<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; 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 Intelligent 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 obligations 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>

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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 operates in one reportable segment.</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 and non-employee
stock-based compensation in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the grant date measurement
and the recognition of compensation expense for all share-based payment awards made 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"><b>&#160;</b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><i>Determining Fair Value Under ASC 718-10</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">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 the number of highly subjective variables.</p>

<p style="font: 10pt Times New 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 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"><b>&#160;</b></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 ASC 842 &#8220;Leases&#8221;.
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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
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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 it has the right to direct the use of the asset.</p>

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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 administrative expenses in the consolidated statements of operations.</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; 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"><span style="background-color: white"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="background-color: white">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 unaudited consolidated financial statements.</span></p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="background-color: white"></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"><span style="background-color: white">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 will be 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 unaudited consolidated financial statements.</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">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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<ix:exclude><p id="xdx_239_zpObxEaOH5ek" 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>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As reflected in the accompanying unaudited consolidated
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respectively. In one previous financial reporting period during 2021, the Company had raised substantial doubt about continuing as a going
concern. This was principally due to a lack of working capital prior to an underwritten common stock offering which was completed during
the first quarter of 2022 (the &#8220;2022 Offering&#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">During the previous 18 months, the Company has raised
more than $10 million after fees and expenses, both from existing shareholders through the issuance of Series C Convertible Preferred
Stock and in the first quarter of 2022, a follow-on common stock offering using its previously filed &#8220;shelf&#8221; registration.
Although, further additional investment is not assured, the Company believes that it would be able to raise sufficient capital to support
expanded operations based on an anticipated increase in business activity and the recent improvement in the capital markets. In the long
run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue executing the plan described
above, generate enough revenue, and eventually attain consistently profitable operations. Although the current global pandemic related
to the coronavirus (COVID-19) has affected our operations, particularly in 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 pandemic and its 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 to maintain operations for at least twelve months from the
date of this report. A notable recent success is the &#8220;bonding&#8221; secured in the amount of approximately $8 million for a major
project for which the Company recently received full &#8220;notice to proceed&#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">The Company was successful in securing a loan of $<span id="xdx_90E_eus-gaap--SecuredDebt_c20220630_pp0p0" title="Secured loan"><ix:nonFraction name="us-gaap:SecuredDebt" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1,410,270</ix:nonFraction></span>
during the second quarter of 2020 from the Small Business Administration via the PPP/CARES Act program which further bolstered the Company&#8217;s
cash reserves. This loan was forgiven in the first quarter of 2021 and leaves the Company essentially debt free other than the normal
course of business equipment and insurance financing as reflected in Note 3 to these financial statements. The Company has also been successful
in increasing its working capital surplus after receiving proceeds in 2021 of $4,500,000 and more recently, in the first quarter of 2022,
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statement as previously mentioned. This gives us the capital required to fund the fundamental business changes that we are executing including
organization, product alignment and market focus and maintenance of our business strategy overall. 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. During 2021, management took
further significant actions including reorganizing our engineering and technical teams and selectively improving organizational efficiency
to effectively grow the business in concert with the influx of business won in late 2021 and early 2022. Upon completion of the 2022 Offering,
management has raised sufficient working capital to meet its needs for the next 12-months without the need to raise further capital. The
Company had experienced a significant slowdown in closing new projects due to cautious actions by current and potential clients as a result
of COVID-19 but this appears to be abating as time passes. We continue to be successful in identifying new business opportunities and
are focused on maintaining a backlog of projects.</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">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, recent events
including an approximate $5.5 million injection of funds from the 2022 Offering, significant recent orders and the overall stabilization
of the business indicate that there is no longer substantial doubt for the Company to continue as a going concern for a period of twelve
months from the issuance of this report. We will continue executing the plan to grow our business and eventually achieve profitability
without the requirement to raise additional capital for existing operations for 2022 although we may do so to fund selective opportunities
that may arise. Management has extensively evaluated our requirements for the next 12 months and has determined that the Company currently
has sufficient cash to operate for at least that period.</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"><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
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

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<tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Interest</b></span></td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Principal</b></span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Interest</b></span></td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Third Party - Insurance Note 1</td>
    <td>&#160;</td>
    <td>$</td>
    <td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">10,317</ix:nonFraction></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z8AS5Eo4DZ75" title="Notes Payable, Interest"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">7.75</ix:nonFraction></span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td>
    <td>$</td>
    <td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">22,266</ix:nonFraction></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_904_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zUuYZAymcmB6" title="Notes Payable, Interest"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">7.75</ix:nonFraction></span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Third Party - Insurance Note 2</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">52,441</ix:nonFraction></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zhGmCGOptIue" title="Notes Payable, Interest"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">6.24</ix:nonFraction></span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">12,667</ix:nonFraction></td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right"><span id="xdx_906_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk7wqYQDzkej" title="Notes Payable, Interest"><ix:nonFraction name="us-gaap:LongTermDebtPercentageBearingFixedInterestRate" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">6.24</ix:nonFraction></span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Third Party - Insurance Note 3</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">3,918</ix:nonFraction></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98B_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes Payable, Principal" style="text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,570</ix:nonFraction></td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Third Party - Insurance Note 4</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes Payable, Principal" style="border-bottom: black 1pt solid; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">100,010</ix:nonFraction></td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes Payable, Principal" style="border-bottom: black 1pt solid; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl0983">&#8212;</span></td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Total</td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20220630_pp0p0" title="Notes Payable, Principal" style="border-bottom: black 2.25pt double; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">166,686</ix:nonFraction></td>
    <td style="border-bottom: white 2.25pt double">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td id="xdx_985_eus-gaap--OtherNotesPayableCurrent_c20211231_pp0p0" title="Notes Payable, Principal" style="border-bottom: black 2.25pt double; text-align: right"><ix:nonFraction name="us-gaap:OtherNotesPayableCurrent" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">52,503</ix:nonFraction></td>
    <td style="border-bottom: white 2.25pt double; text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  </table>
</ix:nonNumeric><p id="xdx_8A8_zwmfouGovzd5" style="font: 10pt Times New 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, 2021 with its insurance provider by issuing a $<span id="xdx_908_eus-gaap--NotesPayable_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2020-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">22,266</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_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zXsGVfbP4sJh" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2020-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">7.75</ix:nonFraction></span>% payable in monthly installments of principal and interest totaling $<span id="xdx_901_eus-gaap--DebtInstrumentPeriodicPayment_c20201128__20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2020-11-282020-12-23_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,104</ix:nonFraction></span> through
November 23, 2022. The balance of Insurance Note 1 as of June 30, 2022 and December 31, 2021 was $<span id="xdx_90B_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">10,317</ix:nonFraction></span> and $<span id="xdx_908_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">22,266</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 April
15, 2021 with its insurance provider by issuing a note payable (Insurance Note 2) in the amount of $<span id="xdx_90D_eus-gaap--NotesPayable_iI_pp0p0_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zzN6vjUGQsxi" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">62,041</ix:nonFraction></span>,
secured with an annual interest rate of <span id="xdx_909_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zJvuXiiL8Rp6" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2021-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">6.24</ix:nonFraction></span>%
and payable in 10 monthly installments of principal and interest totaling $<span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20210402__20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk4IbH6y1d6b" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2021-04-022021-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">6,383</ix:nonFraction></span>.
The policy renewed on April 15, 2022 and, in connection therewith, the Company issued a new note payable to the insurer on April 15,
2022 in the amount $<span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zfJoOQpcloEf"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">63,766</ix:nonFraction></span>
secured with an annual interest rate of <span id="xdx_900_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zIj3hRzbm1lg"><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_902_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220402__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zOo5YpIqhhEc"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2022-04-022022-04-15_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,979</ix:nonFraction></span>.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 2 was $<span id="xdx_902_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">52,441</ix:nonFraction></span>
and $<span id="xdx_901_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">12,667</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, 2021 with its insurance provider by issuing a note payable (Insurance 3) in the amount of $<span id="xdx_90E_eus-gaap--NotesPayable_c20200915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2020-09-15_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">19,965</ix:nonFraction></span> and payable in 10 monthly installments
of $<span id="xdx_908_eus-gaap--DebtInstrumentPeriodicPayment_c20210901__20210915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2021-09-012021-09-15_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1,997</ix:nonFraction></span>. At June 30, 2022 and December 31, 2021, the balance of Insurance Note 3 was $<span id="xdx_90C_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">3,918</ix:nonFraction></span> and $<span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteThreeMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,570</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, 2021 with its insurance provider by issuing a note payable (Insurance 4) in the amount of $<span id="xdx_90B_eus-gaap--NotesPayable_c20210203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-02-03_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">215,654</ix:nonFraction></span>
with a down payment paid in the amount of $37,000 on April 6, 2021 and ten monthly installments of $<span id="xdx_90F_eus-gaap--DebtInstrumentPeriodicPayment_c20210401__20210406__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2021-04-012021-04-06_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,899</ix:nonFraction></span>.
The Company received a refund on October 5, 2021 for the annual audit of the policy resulting in the refund being applied to the
outstanding amount of $35,787. The policy renewed on February 3, 2022 and, in connection therewith, the Company issued a new note
payable to the insurer in the amount of $<span id="xdx_90E_eus-gaap--NotesPayable_c20220203_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-02-03" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">242,591</ix:nonFraction></span>
with a down payment paid in the amount of $41,854 and payable in ten monthly installments of $<span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_c20200202__20200203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2020-02-022020-02-03_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">20,074</ix:nonFraction></span>.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 4 was $<span id="xdx_905_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">100,010</ix:nonFraction></span>
and zero<span id="xdx_909_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance" style="display: none"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteFourMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">0</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"><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 August 26,
2019 with an equipment financing company by issuing a $<span id="xdx_905_eus-gaap--NotesPayable_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2019-08-26_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">147,810</ix:nonFraction></span> note secured by the equipment being financed, with an annual interest rate
of <span id="xdx_901_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zIWxHjTwDdDd" title="Interest rate"><ix:nonFraction name="us-gaap:DerivativeFixedInterestRate" contextRef="AsOf2019-08-26_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="INF" scale="-2" unitRef="Pure">12.72</ix:nonFraction></span>% and payable in monthly installments of principal and interest totaling $<span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_c20190801__20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2019-08-012019-08-26_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,963</ix:nonFraction></span> through August 1, 2022. The Company entered into
an additional agreement on May 22, 2020 with the same 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_908_eus-gaap--DerivativeFixedInterestRate_iI_pip0_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zyb2w9TrWdDc" 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_900_eus-gaap--DebtInstrumentPeriodicPayment_c20200501__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest"><ix:nonFraction name="us-gaap:DebtInstrumentPeriodicPayment" contextRef="From2020-05-012020-05-22_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">3,919</ix:nonFraction></span> through June 1, 2023. At June 30, 2022 and
December 31, 2021, the balance of these notes was $<span id="xdx_90A_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2022-06-30_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">54,373</ix:nonFraction></span> and $<span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"><ix:nonFraction name="us-gaap:NotesPayable" contextRef="AsOf2021-12-31_custom_EquipmentFinancingMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">103,186</ix:nonFraction></span>, respectively.</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">At June 30, 2022, future minimum lease payments due
under the equipment financing is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc">&#160;</p>

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock"><table cellspacing="0" cellpadding="0" summary="xdx: Disclosure - DEBT (Details - Schedule of Notes Payable - Related Parties)" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock_zjidXaJPVj0h" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr>
    <td style="white-space: nowrap; vertical-align: bottom"><span id="xdx_8BF_zvZ3kzwvtDpe" style="display: none">Schedule of Future Minimum Lease Payments Under Finance Lease</span></td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td id="xdx_496_20220630_zNwRy2hZFvxj" style="white-space: nowrap; vertical-align: bottom; text-align: center">&#160;</td>
    <td style="vertical-align: top">&#160;</td></tr>
  <tr>
    <td colspan="2" style="white-space: nowrap; vertical-align: bottom">Calendar year:</td>
    <td colspan="2" style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: center"><span style="font-size: 8pt"><b>Amount</b></span></td>
    <td style="vertical-align: top">&#160;</td></tr>
  <tr id="xdx_40E_eus-gaap--FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maFLLPDzyUb_zJV3jptEAqja" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc">2022</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="us-gaap:FinanceLeaseLiabilityPaymentsDueNextTwelveMonths" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">33,441</ix:nonFraction></td>
    <td style="vertical-align: top">&#160;</td></tr>
  <tr id="xdx_40A_eus-gaap--FinanceLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maFLLPDzyUb_zul1bLG6646a">
    <td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc">2023</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="border-bottom: white 1pt solid; vertical-align: top">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--FinanceLeaseLiabilityPaymentsDue_iTI_pp0p0_mtFLLPDzyUb_zWpWvy80CuWf" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom">Total minimum equipment financing payments</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom">$</td>
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    <td style="vertical-align: top">&#160;</td></tr>
  <tr id="xdx_40F_ecustom--LesseeFinanceLeaseLiabilityImputedInterest_iNI_pp0p0_di_zoIFZUlAhRJb">
    <td style="white-space: nowrap; vertical-align: bottom">Less: interest</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(<ix:nonFraction name="duot:LesseeFinanceLeaseLiabilityImputedInterest" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,583</ix:nonFraction></td>
    <td style="border-bottom: white 1pt solid; vertical-align: top">)</td></tr>
  <tr id="xdx_40E_eus-gaap--FinanceLeaseLiability_iI_pp0p0" style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="white-space: nowrap">Total equipment financing at June 30, 2022</td>
    <td style="white-space: nowrap">&#160;</td>
    <td style="white-space: nowrap">$</td>
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    <td style="border-bottom: white 1pt solid">&#160;</td></tr>
  <tr id="xdx_40F_eus-gaap--FinanceLeaseLiabilityCurrent_iI_pp0p0_zLv1G7BINso1" style="vertical-align: bottom">
    <td style="white-space: nowrap">Less: current portion of equipment financing</td>
    <td style="white-space: nowrap">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap">&#160;</td>
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    <td style="border-bottom: white 1pt solid">&#160;</td></tr>
  <tr id="xdx_40B_eus-gaap--FinanceLeaseLiabilityNoncurrent_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom">Long term portion of equipment financing</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom">$</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"><span style="-sec-ix-hidden: xdx2ixbrl1062">&#8212;</span></td>
    <td style="border-bottom: white 2.25pt double; vertical-align: top">&#160;</td></tr>
  </table>
</ix:nonNumeric><p id="xdx_8A0_zAnrYO3K8RKh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;&#160;</b></p>

<ix:exclude><p id="xdx_23E_zVqsxtSJZEjh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23B_z6FhP6xC7Ms6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_238_z5MRkxOQrmr4" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 17 -->
    <div id="xdx_23F_zbjkOYIkVIze" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23B_zpl6IqHhb3Tk" style="font: normal 10pt Times New Roman, Times, Serif; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Name: PageNo -->15<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_23F_ztvMGMBPFXV6" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_238_zeJ9a4sPXwMb" 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>June 30, 2022</b></p><p id="xdx_234_zzCruSUFBN39" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_237_zLm9Awl0Wvm" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23A_zQohY7kYf9ei" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:CommitmentsAndContingenciesDisclosureTextBlock"><p id="xdx_80D_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zMHQUaHdZWUd" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>NOTE 4 &#8211; <span id="xdx_821_zFSD3loFQk73">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"><span id="a_Hlk110338799"></span><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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On July 26, 2021, the Company entered a new operating
lease agreement for office and warehouse combination space of <span id="xdx_901_ecustom--AreaOfLease_usqft_c20210702__20210726_zZSn5VaJIyH3" title="Area of Lease"><ix:nonFraction name="duot:AreaOfLease" contextRef="From2021-07-022021-07-26" 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 will combine the Company&#8217;s two separate work locations into one facility, which will allow for greater
collaboration and also accommodate 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--OperatingLeaseLiabilityCurrent_c20211124_pp0p0" title="Operating lease liability"><ix:nonFraction name="us-gaap:OperatingLeaseLiabilityCurrent" contextRef="AsOf2021-11-24" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,980,104</ix:nonFraction></span> at lease commencement. Rent for the first eleven months of the term will be calculated based on <span id="xdx_900_ecustom--RentableSpace_usqft_c20210702__20210726_z153dt7SivNe" title="Rentable Space"><ix:nonFraction name="duot:RentableSpace" contextRef="From2021-07-022021-07-26" 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_902_eus-gaap--SecurityDepositLiability_c20210726_pp0p0" 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. The right of use asset balance at June 30, 2022, net of amortization, was $<span id="xdx_90D_eus-gaap--OperatingLeaseRightOfUseAsset_c20220630_pp0p0" title="Operating lease right of use asset"><ix:nonFraction name="us-gaap:OperatingLeaseRightOfUseAsset" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,767,219</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">As of June 30, 2022, 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
9.9 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 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">&#160;</p>

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="duot:SupplementalInformationRelatedLeasesTableTextBlock"><table cellspacing="0" cellpadding="0" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Supplemental Information Related Leases)" id="xdx_890_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zNduAMjSFxig" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B6_zuOFWYVSfCNg" style="display: none">Schedule of supplemental information related to leases</span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: center">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td colspan="6" style="border-bottom: black 1pt solid">
    <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>Six Months Ended </b></p>
    <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>June 30,</b></p></td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>2022</b></span></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>2021</b></span></td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="text-align: justify"><b>Lease cost:</b></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="width: 78%; text-align: justify">Operating lease cost</td>
    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="width: 1%; text-align: justify">$</td>
    <td id="xdx_981_eus-gaap--OperatingLeaseCost_c20220101__20220630_pp0p0" title="Operating lease cost" style="width: 8%; text-align: right"><ix:nonFraction name="us-gaap:OperatingLeaseCost" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">389,813</ix:nonFraction></td>
    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="width: 1%; text-align: justify">$</td>
    <td id="xdx_988_eus-gaap--OperatingLeaseCost_c20210101__20210630_pp0p0" title="Operating lease cost" style="width: 8%; text-align: right"><ix:nonFraction name="us-gaap:OperatingLeaseCost" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">145,856</ix:nonFraction></td>
    <td style="width: 1%; text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="text-align: justify">Short-term lease cost</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td id="xdx_989_eus-gaap--ShortTermLeaseCost_c20220101__20220630_pp0p0" title="Short term lease Cost" style="text-align: right"><ix:nonFraction name="us-gaap:ShortTermLeaseCost" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">17,922</ix:nonFraction></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="text-align: justify"><b>Other information:</b></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">Operating cash outflow used for operating leases</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="text-align: justify">Weighted average discount rate</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">%</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">%</td></tr>
  <tr style="vertical-align: bottom">
    <td style="text-align: justify">Weighted average remaining lease term</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right"><span id="xdx_906_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220630_zu7tmVLYWjPc" title="Weighted average remaining lease term"><ix:nonNumeric contextRef="AsOf2022-06-30" format="ixt-sec:duryear" name="us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1">9.9</ix:nonNumeric></span> years</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td></tr>
  </table>
</ix:nonNumeric><p id="xdx_8AA_zvh3XdMHmbQ9" style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;<span style="font-size: 4pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">As of June 30, 2022, future minimum lease payments due under operating
leases are as follows:</p>

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

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock"><table cellspacing="0" cellpadding="0" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Future Minimum Lease Payments)" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock_zFIAAQfDMA4f" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr>
    <td colspan="2" style="white-space: nowrap; vertical-align: bottom"><span id="xdx_8B5_zbPSQZYmiTH2" style="display: none">Future minimum lease payments for non-cancelable operating leases</span></td>
    <td colspan="2" id="xdx_490_20220630_zVIHi3aFLLJd" style="white-space: nowrap; vertical-align: bottom; text-align: center">&#160;</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr>
    <td colspan="2" style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr>
    <td style="white-space: nowrap; vertical-align: bottom; width: 81%; text-align: justify">Calendar year:</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 9%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="vertical-align: top; width: 1%; text-align: justify">&#160;</td></tr>
  <tr id="xdx_406_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maLOLLPzqbp_zrWWnRKiTrXl" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2022</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;$</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40F_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maLOLLPzqbp_zzp0LNcs6H08">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2023</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
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    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maLOLLPzqbp_zckQq2ACEuz5" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2024</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maLOLLPzqbp_zovuo8oRcZlb">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2025</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">798,556</ix:nonFraction></td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFive_iI_pp0p0_maLOLLPzqbp_zgWeP2VCq3Y5" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2026</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_405_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_iI_pp0p0_maLOLLPzqbp_zpFjQEwLBhv7">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;Thereafter</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,803,472</ix:nonFraction></td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_pp0p0_mtLOLLPzqbp_ziSPSoPNctnj" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">8,090,490</ix:nonFraction></td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_pp0p0_di_zPVaGhftBV12">
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">Less: Impact of discounting</td>
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(<ix:nonFraction name="us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,988,921</ix:nonFraction></td>
    <td style="padding-bottom: 1pt; vertical-align: top; text-align: justify">)</td></tr>
  <tr id="xdx_40F_eus-gaap--OperatingLeaseLiability_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">Total present value of operating lease obligations</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="us-gaap:OperatingLeaseLiability" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,101,569</ix:nonFraction></td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40D_ecustom--CurrentPortion_iNI_pp0p0">
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">Current portion</td>
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(<ix:nonFraction name="duot:CurrentPortion" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" sign="-" unitRef="USD">510,028</ix:nonFraction></td>
    <td style="padding-bottom: 1pt; vertical-align: top; text-align: justify">)</td></tr>
  <tr id="xdx_402_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">Operating lease obligations, less current portion</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: justify">$</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"><ix:nonFraction name="duot:OperatingLeaseLiabilityLessCurrentPortion" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">4,591,541</ix:nonFraction></td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  </table>
</ix:nonNumeric><p id="xdx_8A7_zRO651qYt7v1" 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></b></p>

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

<ix:exclude><p id="xdx_232_zVMnqQLb7Z81" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_233_zjrP9JMtPvh3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 18 -->
    <div id="xdx_232_zkuLOKAlaK67" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23E_zk22KX51gV8f" style="font: normal 10pt Times New Roman, Times, Serif; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Name: PageNo -->16<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_23A_zoNoyiI6Ujw9" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23C_zzRTpmPfJsjg" 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>June 30, 2022</b></p><p id="xdx_234_zSYQNYBASyfh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_23F_zJE675hT7Y1d" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23D_zl3m89duWie1" 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><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 provides that he will receive separation
payments over a 36-month period equal to his base salary plus $<span id="xdx_90F_ecustom--AdditionalCompensationToBePaidInSeparationPayments_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Compensation to be paid in addition to base salary in separation payments"><ix:nonFraction name="duot:AdditionalCompensationToBePaidInSeparationPayments" contextRef="AsOf2020-07-10_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 contains 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
will pay to Mr. Arcaini the total sum of $<span id="xdx_900_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="One-time charge which will be amortized in equal amounts over the 36-month term of the separation agreement"><ix:nonFraction name="duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" contextRef="AsOf2020-07-10_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_90D_ecustom--PaymentOneOfSeparationAgreement_c20210302__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Lump sum payment owed under separation agreement"><ix:nonFraction name="duot:PaymentOneOfSeparationAgreement" contextRef="AsOf2021-03-02_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">124,631</ix:nonFraction></span>, owed to Mr. Arcaini and the Company will continue to pay him in semi-monthly installments for 30
months thereafter, as contemplated in Mr. Arcaini&#8217;s Separation Agreement. The remaining balance of approximately $<span id="xdx_90D_eus-gaap--AccruedLiabilitiesCurrent_c20220630__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Accrued Liabilities, Current"><ix:nonFraction name="us-gaap:AccruedLiabilitiesCurrent" contextRef="AsOf2022-06-30_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">354,000</ix:nonFraction></span> as of
June 30, 2022 is included in accrued expenses in the accompanying unaudited consolidated balance sheet. In addition, the Company will
pay one-half of Mr. Arcaini&#8217;s current life insurance premiums for 36 months of approximately $<span id="xdx_90E_ecustom--PaymentTwoSeparationAgreementForLifeInsurance_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Current life insurance"><ix:nonFraction name="duot:PaymentTwoSeparationAgreementForLifeInsurance" contextRef="AsOf2020-07-10_srt_ChiefExecutiveOfficerMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1,200</ix:nonFraction></span> per month and provide and pay
for his health insurance for 36 months following the Separation Date of approximately $450 per month, which are also included in accrued
expenses as described above.</p>

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

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:StockholdersEquityNoteDisclosureTextBlock"><p id="xdx_80B_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zriknX9pZf4f" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 5 &#8211; <span id="xdx_822_zKxvQ5hnvXd7">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">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">On January 11, 2022,  shareholders converted <span id="xdx_90C_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111_pdd" title="Conversion shares"><ix:nonFraction name="us-gaap:ConversionOfStockSharesIssued1" contextRef="From2022-01-022022-01-11" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">710</ix:nonFraction></span>&#160;and
<span id="xdx_900_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Conversion shares"><ix:nonFraction name="us-gaap:ConversionOfStockSharesIssued1" contextRef="From2022-01-022022-01-11_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_908_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220102__20220111_pdd" title="Conversion price"><ix:nonFraction name="us-gaap:CommonStockConvertibleConversionPriceIncrease" contextRef="From2022-01-022022-01-11" 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: 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 February 3, 2022, the Company closed an offering
of <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220129__20220203_pdd" title="Number of shares issued at shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2022-01-292022-02-03" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,325,000</ix:nonFraction></span> shares of common stock in the amount of $<span id="xdx_907_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220129__20220203_pp0p0" title="Common stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueNewIssues" contextRef="From2022-01-292022-02-03" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,300,000</ix:nonFraction></span> or $<span id="xdx_90D_eus-gaap--SharePrice_c20220203_pdd" title="Share price"><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_905_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220129__20220203_pp0p0" title="Proceeds from offering cost"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceInitialPublicOffering" contextRef="From2022-01-292022-02-03" 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 a &#8220;over-allotment&#8221;
offering of <span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220201__20220221_pdd" title="Number of shares issued at shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2022-02-012022-02-21" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">198,750</ix:nonFraction></span> shares of common stock in the amount of $<span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220201__20220221_pp0p0" title="Common stock issued for services, value"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueNewIssues" contextRef="From2022-02-012022-02-21" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">795,000</ix:nonFraction></span> or $<span id="xdx_90D_eus-gaap--SharePrice_c20220221_pdd" title="Share price"><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_90C_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220201__20220221_pp0p0" title="Proceeds from offering cost"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceInitialPublicOffering" contextRef="From2022-02-012022-02-21" 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_905_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_c20220221_pp0p0" 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_901_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_pdd" title="Stock issued for services , shares"><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> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220101__20220331_z3eJSKPktWDh" title="Stock issued for services"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-01-012022-03-31" format="ixt:numdotdecimal" decimals="0" unitRef="USD">40,000</ix:nonFraction></span> for services to the board <span id="a_Hlk110864100"></span>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"><b>&#160;</b></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_90D_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zznRHCZcMWf5"><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> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_908_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220401__20220630_zIjLtx0SPf67"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodValueIssuedForServices" contextRef="From2022-04-012022-06-30" 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 June 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"><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 has designated <span id="xdx_905_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zcMW2T3tzbbg" title="Preferred stock, shares issued"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-06-30_custom_SeriesBConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">15,000</ix:nonFraction></span> of the <span id="xdx_904_eus-gaap--PreferredStockSharesAuthorized_iI_c20220630_zLA4ThqmyJGh" title="Preferred stock authorized"><ix:nonFraction name="us-gaap:PreferredStockSharesAuthorized" contextRef="AsOf2022-06-30" 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_904_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zGOZFxDIc0Vg" title="Preferred stock, par value"><ix:nonFraction name="us-gaap:PreferredStockParOrStatedValuePerShare" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span> per share. The shares of Series B Convertible Preferred Stock are validly issued, fully
paid and non-assessable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>
<ix:exclude><p id="xdx_234_zqq0aOgxJqZf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b></b></p></ix:exclude>

<ix:exclude><p id="xdx_238_znDvXNrDZWE5" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23B_zxnsjbbF5TD6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_238_zLHirwxb8fqg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p></ix:exclude>

<ix:exclude><!-- Field: Page; Sequence: 19 -->
    <div id="xdx_230_z78LaoyU0dXb" style="border-bottom: Black 1pt solid; margin-bottom: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23D_z1aNbebeZ58f" style="font: normal 10pt Times New Roman, Times, Serif; width: 100%"><tr><td style="text-align: center; width: 100%"><!-- Field: Sequence; Type: Arabic; Name: PageNo -->17<!-- Field: /Sequence -->&#160;</td></tr></table></div>
    <div id="xdx_239_zHC47ZhylNyj" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_23C_zDmPZpzcZ7A1" 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>June 30, 2022</b></p><p id="xdx_230_zrwE6koexvw6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
    <!-- Field: /Page --></ix:exclude>

<ix:exclude><p id="xdx_23C_zZwD77enesX" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<p style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Each share of Series B Convertible
Preferred Stock is convertible at any time at the holder&#8217;s option into a number of shares of common stock equal to $<span id="xdx_905_eus-gaap--ConversionOfStockAmountConverted1_c20220101__20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pp0p0" title="Conversion of preferred stock"><ix:nonFraction name="us-gaap:ConversionOfStockAmountConverted1" contextRef="From2022-01-012022-06-30_custom_SeriesBConvertiblePreferredStockMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">1,000</ix:nonFraction></span>
divided by the conversion price of $<span id="xdx_90A_eus-gaap--DebtInstrumentConvertibleConversionPrice1_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" title="Conversion price"><ix:nonFraction name="us-gaap:DebtInstrumentConvertibleConversionPrice1" contextRef="AsOf2022-06-30_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 Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any liquidation, dissolution or
winding-up of Corporation, 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 Corporation to the holders of the common stock. Effective November 24, 2017
(the &#8220;Effective Date&#8221;), the Company entered into a Securities Purchase Agreement and a Registration Rights Agreement
which included the issuance of <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_z3MHzgqnPaT5" title="Preferred stock, shares issued"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2017-11-24_custom_SeriesBConvertiblePreferredStockMember_us-gaap_EquityUnitPurchaseAgreementsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">2,830</ix:nonFraction></span>
shares of Series B Convertible Preferred Stock worth $<span id="xdx_90D_eus-gaap--ConversionOfStockAmountConverted1_pp0p0_c20171123__20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zHj4YClfzX69" title="Conversion of preferred stock"><ix:nonFraction name="us-gaap:ConversionOfStockAmountConverted1" contextRef="From2017-11-232017-11-24_custom_SeriesBConvertiblePreferredStockMember_us-gaap_EquityUnitPurchaseAgreementsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">2,830,000</ix:nonFraction></span>
(including the conversion of liabilities at a price of $<span id="xdx_907_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zGB7h0pJUnV6" title="Exercise price"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" contextRef="AsOf2017-11-24_custom_SeriesBConvertiblePreferredStockMember_us-gaap_EquityUnitPurchaseAgreementsMember" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">1,000</ix:nonFraction></span>
per Class B Unit). As of June 30, 2022 and December 31, 2021, respectively, there are <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_z3zdKgvqUuW7" title="Preferred stock, shares issued"><span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxMeDl3rlG05" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></ix:nonFraction></span></span>
and <span id="xdx_908_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zWMictIEiB0l" title="Preferred stock, shares issued"><span id="xdx_901_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zuGTYYfMDmT6" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">851</ix:nonFraction></ix:nonFraction></span></span> shares of Series B 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 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 has designated
5,000 shares as the Series C Convertible Preferred Stock. Each share of the Series C Convertible Preferred Stock has a stated value of
$1,000. 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. Each share of Series C Convertible Preferred Stock has 172 votes (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 $5.50
(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 have 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 (the
&#8220;Series C Convertible Preferred Stock&#8221;), and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20210201__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pp0p0" title="Proceeds from issuance of preffeed stock"><ix:nonFraction name="us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock" contextRef="From2021-02-012021-02-26_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_905_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" 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 June 30, 2022 and
December 2021, respectively, there were zero <span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zI8kH9X4YlUj" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zVBBIFL64fn4" title="Preferred stock, shares outstanding" style="display: none"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">0</ix:nonFraction></ix:nonFraction></span></span> and <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zUwBnxiEK7P4" title="Preferred stock, shares issued"><span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z40AdNSBG807" title="Preferred stock, shares outstanding"><ix:nonFraction name="us-gaap:PreferredStockSharesIssued" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares"><ix:nonFraction name="us-gaap:PreferredStockSharesOutstanding" contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">2,500</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;&#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 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">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110262055"></span><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 six months ended June 30, 2022 and 2021, was $<span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20220101__20220630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2022-01-012022-06-30_custom_EmployeesAndDirectorsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">438,809</ix:nonFraction></span> and $<span id="xdx_907_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20210101__20210630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zTmJ7FI3KnC9" title="Stock-based compensation expense"><ix:nonFraction name="us-gaap:AllocatedShareBasedCompensationExpense" contextRef="From2021-01-012021-06-30_custom_EmployeesAndDirectorsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">153,163</ix:nonFraction></span> respectively, for stock options granted
to employees and directors. This expense is included in selling, general and administrative expenses in the unaudited consolidated
statements of operations. Stock-based compensation expense recognized during the period 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 June 30, 2022, the total
compensation cost for stock options not yet recognized was $<span id="xdx_90A_ecustom--TotalCompensationCostForStockOptions_c20220630_pp0p0" title="Total compensation cost for stock options"><ix:nonFraction name="duot:TotalCompensationCostForStockOptions" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">961,405</ix:nonFraction></span>. This cost will be recognized over the remaining vesting term of
the options ranging from six 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_904_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210501__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of shares issued at shares"><ix:nonFraction name="us-gaap:StockIssuedDuringPeriodSharesNewIssues" contextRef="From2021-05-012021-05-12_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.</p>

<p style="font: 10pt Times New 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_907_ecustom--OptionsToPurchaseSharesOfCommonStock_c20220101__20220630_pdd" title="Options to purchase shares of common stock"><ix:nonFraction name="duot:OptionsToPurchaseSharesOfCommonStock" contextRef="From2022-01-01to2022-06-30" 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_c20220630_pdd" title="Strike price"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="INF" unitRef="USDPShares">6.41</ix:nonFraction></span>
per share, a <span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_dtY_c20220101__20220630_zSxtwuDFDZP2" title="Vesting term" style="display: none"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt-sec:duryear" name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1">5</ix:nonNumeric></span> 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_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_c20220630_pdd" title="Shares available for grant"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,563,708</ix:nonFraction></span>
using a Black-Scholes model with the following assumptions: (1) expected term of <span id="xdx_907_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20220101__20220630_zflyK1GGRLJ9" title="Expected term"><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" format="ixt-sec:duryear" name="us-gaap:SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1">3.5</ix:nonNumeric></span>
years using the simplified method, (2) expected volatility rate of <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20220101__20220630_znP2wAZpkvee" title="Expected volatility"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate" contextRef="From2022-01-01to2022-06-30" 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_905_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_c20220101__20220630_pdd" title="Discount rate"><ix:nonFraction name="us-gaap:SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="INF" 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">As of June 30, 2022, and December 31, 2021,
options to purchase a total of <span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_ziPS5s3r8J69" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-06-30_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">986,266</ix:nonFraction></span>
(net of forfeitures discussed below) shares of common stock and <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20211231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2021-12-31_us-gaap_EmployeeStockOptionMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">431,266</ix:nonFraction></span>
shares of common stock were outstanding, respectively and at June 30, 2022, 344,599 options were exercisable. Of the total
pre-forfeiture options issued, <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2016Member_zuC9GUZaxiwa" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-06-30_custom_Plan2016Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">271,266</ix:nonFraction></span>
and <span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--Plan2016Member_zuf1hcwweEg7" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2021-12-31_custom_Plan2016Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">271,266</ix:nonFraction></span>
options were outstanding under the 2016 Plan, <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2021Member_zURQ3gLO2Ma2" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-06-30_custom_Plan2021Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">665,000</ix:nonFraction></span>
and <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_do_c20211231__us-gaap--PlanNameAxis__custom--Plan2021Member_zqyWxPbCv2X2" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2021-12-31_custom_Plan2021Member" format="ixt-sec:numwordsen" decimals="INF" unitRef="Shares">no</ix:nonFraction></span> options were outstanding under the 2021 Plan and a further <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--NonPlanMember_z5FR1Pj6UC7k" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-06-30_custom_NonPlanMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">160,000</ix:nonFraction></span>
and <span id="xdx_905_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--NonPlanMember_znTxoQLgR5Xk" title="Options outstanding"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2021-12-31_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 June 30, 2022 and December 31, 2021, 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>

<ix:exclude><p id="xdx_23F_zdeZHvktxTs" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23E_zkVCrAyinzm3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_236_z0645Jetqybc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"></p></ix:exclude>

<ix:exclude><!-- Field: Page; Sequence: 20 -->
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    <div id="xdx_230_zgSsZrW5KJX5" style="break-before: page; margin-top: 6pt"><table cellpadding="0" cellspacing="0" id="xdx_232_z3m2hL0Gq7kk" 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>June 30, 2022</b></p><p id="xdx_237_zIuUspu5CU5h" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>(Unaudited)</b></p>&#160;</td></tr></table></div>
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<ix:exclude><p id="xdx_231_zykPWRCnb144" 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">During the second quarter of 2022, <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__custom--EmployeeStockOption1Member_zii88I64sxvd"><ix:nonFraction name="us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber" contextRef="AsOf2022-06-30_custom_EmployeeStockOption1Member" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">110,000</ix:nonFraction></span> options
were forfeited that had previously been awarded as a part of the 2021 Equity Incentive Plan. The forfeitures were the result of three
employees who had previously been awarded those options with a 3-year vesting requirement resigning from the Company without being vested
either in part or in whole. The forfeitures resulted in a credit to payroll expense of $<span id="xdx_90D_eus-gaap--AccruedPayrollTaxesCurrentAndNoncurrent_iI_pp0p0_c20220630_zTL5EP14GLn1" title="Payroll taxes payable"><ix:nonFraction name="us-gaap:AccruedPayrollTaxesCurrentAndNoncurrent" contextRef="AsOf2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">38,969</ix:nonFraction></span> during the quarter.</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">For the six months ended June 30, 2022, the Company
has recorded an option expense for all options outstanding in the amount of $<span id="xdx_906_eus-gaap--ShareBasedCompensation_c20220101__20220630_pp0p0" title="Stock based compensation"><ix:nonFraction name="us-gaap:ShareBasedCompensation" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">438,809</ix:nonFraction></span>.</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">Warrants</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"><span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights_iI_do_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_zMoMsGgiZl28" title="Warrant issued"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights" contextRef="AsOf2022-06-30_us-gaap_WarrantMember" format="ixt-sec:numwordsen" decimals="INF" unitRef="Shares">No</ix:nonFraction></span> new warrants were issued during the first half
of 2022. At June 30, 2022 and December 31, 2021, warrants outstanding were <span id="xdx_90A_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightOutstanding" contextRef="AsOf2022-06-30_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,376,466</ix:nonFraction></span> and <span id="xdx_906_eus-gaap--ClassOfWarrantOrRightOutstanding_c20211231__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding"><ix:nonFraction name="us-gaap:ClassOfWarrantOrRightOutstanding" contextRef="AsOf2021-12-31_us-gaap_WarrantMember" format="ixt:numdotdecimal" decimals="INF" unitRef="Shares">1,376,466</ix:nonFraction></span>, respectively.</p>

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

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:RevenueFromContractWithCustomerTextBlock"><p id="xdx_80E_eus-gaap--RevenueFromContractWithCustomerTextBlock_ze9A1CIpsugc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 6 - <span id="xdx_824_zZFoGD5FGPDj">REVENUE</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 unaudited 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 follow:</p>

<p style="font: 10pt Times New 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_Hlk110263338"></span><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
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: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At June 30, 2022 and December 31, 2021, contract assets
on uncompleted contracts consisted of the following:</p>

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

<ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock"><table cellpadding="0" cellspacing="0" id="xdx_89D_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_zro5CY7qJHgb" summary="xdx: Disclosure - REVENUE (Details - Contract Assets)" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B1_znxhj5dR7yK1" style="display: none">Schedule Of Contract Assets On Uncompleted Contracts</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_490_20220630_zJteR1JPfQ1j" style="text-align: center">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_493_20211231_ze5QQFji8dag" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td><td style="font-size: 8pt; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;June 30,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2022</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td><td style="font-size: 8pt; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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>2021</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td></tr>
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    <td style="width: 74%; text-align: justify">Cumulative revenues recognized</td><td style="width: 1%">&#160;</td>
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    <td style="width: 1%; text-align: left">$</td><td style="width: 10%; text-align: right"><ix:nonFraction name="duot:CostsAndEstimatedEarningsRecognized" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,266,930</ix:nonFraction></td><td style="width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_403_ecustom--BillingsOrCashReceived_iNI_pp0p0_di_msCWCANz52q_z8I5iwv2Stv" style="vertical-align: bottom; background-color: transparent">
    <td style="text-align: justify; padding-bottom: 1pt">Less: Billings or cash received</td><td style="padding-bottom: 1pt">&#160;</td>
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    <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="duot:BillingsOrCashReceived" contextRef="AsOf2021-12-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">5,263,481</ix:nonFraction></td><td style="padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_403_eus-gaap--ContractWithCustomerAssetNetCurrent_iTI_pp0p0_mtCWCANz52q_zbQn9JprNZQl" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="text-align: justify; padding-bottom: 2.5pt">Contract assets</td><td style="padding-bottom: 2.5pt">&#160;</td>
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</ix:nonNumeric><p id="xdx_8A8_zEqdaH1AkBw3" 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">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Contract liabilities, on uncompleted contracts represent
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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">Contract liabilities, services and consulting revenues
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&#160;</p>

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</ix:nonNumeric><p id="xdx_8A5_zA0ArRsvI58d" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p>

<ix:exclude><p id="xdx_23A_zP6WOSGSu7rg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23B_zHpUFDlXKhB3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>

<ix:exclude><p id="xdx_23D_z5PQ1Tgfkrya" style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p></ix:exclude>


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<ix:exclude><p id="xdx_233_zlXWHW9hVDqb" 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 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>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><span id="a_Hlk110264791"></span><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>

<table cellspacing="0" cellpadding="0" style="width: 100%; border-collapse: collapse">
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    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
<td style="width: 4.5pc"></td><td style="width: 1.5pc">a.</td><td>Technology Systems (Turnkey, engineered projects);</td></tr></table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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>

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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; text-align: center"><b><span style="text-decoration: underline">For the Three Months Ended June 30, 2022</span></b></p>

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

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    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td></tr>
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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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    <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><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">&#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><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: transparent">
    <td>&#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><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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<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: justify">&#160;</p>

<ix:exclude><p id="xdx_230_zqG86urVIcW2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;</p></ix:exclude>


<ix:exclude><!-- Field: Page; Sequence: 22 -->
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<ix:exclude><p id="xdx_23F_zAghYQOCjNn8" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_238_zbtUIHZuSjYh" 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: center"><b><span style="text-decoration: underline">For the Three Months Ended June 30, 2021</span></b></p>

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

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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="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><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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<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 Six Months Ended June 30, 2022</span></b></p>

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

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    <td>&#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><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">&#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><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>
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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_23F_zCJKqrmiXQr1" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b></b></p></ix:exclude>

<ix:exclude><p id="xdx_233_zuHyHO0Yu9bb" 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>&#160;</b></p>


<ix:exclude><!-- Field: Page; Sequence: 23 -->
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<ix:exclude><p id="xdx_23D_zo1P08cV1DF2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p></ix:exclude>

<ix:exclude><p id="xdx_23D_zrGCO77htiC" 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: center"><b><span style="text-decoration: underline">For the Six Months Ended June 30, 2021</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_8AD_zTMTCB9j1FH3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:DefinedContributionPlanTextBlock"><p id="xdx_80A_eus-gaap--DefinedContributionPlanTextBlock_z36jZGCXXjgf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110327501"></span><b>NOTE 7 &#8211; <span id="xdx_82D_znfmiZ8CPBL9">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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">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 six months of service. During the
six months ended June 30, 2022, the Company matched 100% of the first 4% of eligible employee compensation that was contributed to the
401(k) Plan. For the six months ended June 30, 2022, the Company recognized expense for matching cash contributions to the 401(k) Plan
totaling $<span id="xdx_902_eus-gaap--DefinedBenefitPlanServiceCost_c20220101__20220630_pp0p0" title="Cash contributions"><ix:nonFraction name="us-gaap:DefinedBenefitPlanServiceCost" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">64,909</ix:nonFraction></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="From2022-01-01to2022-06-30" escape="true" name="us-gaap:RelatedPartyTransactionsDisclosureTextBlock"><p id="xdx_805_eus-gaap--RelatedPartyTransactionsDisclosureTextBlock_z6ow4k5hcFhb" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 8 &#8211; <span id="xdx_829_zANFS8u1C0a9">RELATED PARTY TRANSACTIONS</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">On August 1, 2012, the Company entered into an
independent contractor master services agreement (the &#8220;Services Agreement&#8221;) with Luceon, LLC, a Florida limited
liability company, owned by our former Chief Technology Officer, David Ponevac.&#160;The Services Agreement provided that Luceon
would provide support services including management, coordination or software development services and related services to duos. In
January 2019, additional services were contracted with Luceon for TrueVue360&#8482; primarily for software development through the
provision of seven additional full-time contractors located in Slovakia at a cost of $<span id="xdx_90C_eus-gaap--RelatedPartyCosts_c20190101__20190131_pp0p0" title="Related party cost"><ix:nonFraction name="us-gaap:RelatedPartyCosts" contextRef="From2019-01-012019-01-31" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">16,250</ix:nonFraction></span>
for January initially, rising to $<span id="xdx_904_eus-gaap--RelatedPartyCosts_c20190201__20190228_pp0p0" title="Related party cost"><ix:nonFraction name="us-gaap:RelatedPartyCosts" contextRef="From2019-02-012019-02-28" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">25,583</ix:nonFraction></span>
after fully staffed, per month starting February 2019. This was in addition to the existing contract of $<span id="xdx_90A_eus-gaap--RelatedPartyCosts_c20190601__20190630__srt--ProductOrServiceAxis__custom--ContractorsMember_pp0p0" title="Related party cost"><ix:nonFraction name="us-gaap:RelatedPartyCosts" contextRef="From2019-06-012019-06-30_custom_ContractorsMember" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">7,480</ix:nonFraction></span>
per month for duos for four full-time contractors which increased to $8,231 per month in June of 2019. During 2020 efforts in reducing
cost, Luceon reduced its staff for the TrueVue360 software development team from a staff of seven to three full-time employees at a cost of
$11,666 per month starting June 1, 2020. On May 14, 2021, the Company formally ended its relationship with Luceon in concert with
the resignation of our Chief Technology Officer and as such there is no longer a related party relationship. As of January 1, 2021,
the Company no longer records activities in TrueVue360 and has combined billings for a total of $<span id="xdx_902_eus-gaap--AccountsPayableRelatedPartiesCurrentAndNoncurrent_c20210102_pp0p0" title="Accounts payable"><ix:nonFraction name="us-gaap:AccountsPayableRelatedPartiesCurrentAndNoncurrent" contextRef="AsOf2021-01-02" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">20,986</ix:nonFraction></span>
per month. For the six months ended June 30, 2022 and 2021, the total amount expensed is zero <span id="xdx_905_eus-gaap--RelatedPartyCosts_c20220101__20220630_pp0p0" title="Related party cost" style="display: none"><ix:nonFraction name="us-gaap:RelatedPartyCosts" contextRef="From2022-01-01to2022-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">0</ix:nonFraction></span> and $<span id="xdx_90B_eus-gaap--RelatedPartyCosts_c20210101__20210630_pp0p0" title="Related party cost"><ix:nonFraction name="us-gaap:RelatedPartyCosts" contextRef="From2021-01-012021-06-30" format="ixt:numdotdecimal" decimals="0" scale="0" unitRef="USD">93,422</ix:nonFraction></span>,
respectively. The Company had no open accounts payable with Luceon at June 30, 2022.</p>

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

</ix:nonNumeric><ix:nonNumeric contextRef="From2022-01-01to2022-06-30" escape="true" name="us-gaap:SubsequentEventsTextBlock"><p id="xdx_804_eus-gaap--SubsequentEventsTextBlock_zfRskc90YNbg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 9 &#8211; <span id="xdx_820_zfcVqaaVHfA8">SUBSEQUENT EVENTS</span></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; text-align: justify">&#160;</p>

</ix:nonNumeric><p id="xdx_815_zYMsk3BkVYgj" 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: 0pt 0; text-align: justify"><b>&#160;</b></p>

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

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


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b>Item 2. Management&#8217;s Discussion and Analysis
of Financial Condition and Results of Operation.<span id="item2"></span> </b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b></b></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. (the &#8220;Company&#8221;), 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, 2021,
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>&#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: 0pt 0; text-align: justify"><b>&#160;</b></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"><b>&#160;</b></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"><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">Duos Technologies Group, Inc. (the &#8220;Company&#8221;)
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 78 people of which 70 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">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 an increased demand from transit and other railroad customers along with selected government agencies that
operate and/or manage rail traffic in the future. 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.</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 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 streamline operations, and significantly improve operations and security and significantly
improves the vehicle throughput on each lane on which the technology is deployed.</p>

<p style="font: 10pt Times New 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&#174; 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.</p>

<p style="font: 10pt Times New 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 OPEX 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"><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; background-color: white"><b>&#160;</b></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"><b>&#160;</b></p>

<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 COVID-19 is expected
to still be an issue during the remainder of 2022, the Company&#8217;s primary customers have indicated readiness to order more equipment
and services should the Company execute as expected on key deliverables.</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 2022 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">&#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 two RIP solutions in 2022 and, along with a long-term services agreement completing
delivery during the second quarter of 2023.</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">Although the Company&#8217;s prospects and outlook
are anticipated to be favorable for the remainder of 2022, 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, 2022.</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 June 30,
2022 Compared to Three Months Ended June 30, 2021 </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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
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    <td>&#160;</td><td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
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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"><b></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; text-align: justify">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The substantial increase in overall revenues for the
quarter ended June 30, 2022 compared to the quarter ended June 30, 2021, is primarily related to the production and start of installation
of new and upgraded Railcar Inspection Portals (&#8220;RIPs&#8221;) which are recorded in the technology systems portion of our business.
We expect this trend to continue for the rest of 2022 and into 2023 although supply chain issues continue to extend deadlines for shipment
of key components used in our technology systems. While certain orders were delayed from 2021 into 2022, we remain encouraged by the breadth
and scope of recent bids in which we have participated. Management cautions that because of the delays in anticipated start dates, certain
installations may produce revenues towards the end of 2022, some of which may ultimately be recorded in 2023. Additionally, although the
industries in which we operate are showing early signs of recovery from the delays as a result of the COVID-19 pandemic, other macro-economic
effects are anticipated to impact us, including inflation and the aforementioned supply chain issues. The effect of this will be to push
some revenue recognition later in the year or into 2023. The effects of inflation are not quantifiable at the current time but are now
evident in increased costs for materials and labor. These effects may result in higher costs for project implementation that cannot be
wholly or even partially passed on to our customers and thus resulting in delaying our progress towards profitability.</p>

<p style="font: 10pt Times New 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 believe the Company&#8217;s capital structure allows
us to weather the unexpected delays without significant operational impact and enables us to pursue large projects requiring the ability
to deploy major resources. It should be noted that the Company increased its working capital in early 2022 to account for an increase
in pre-contract procurement activities to avoid a slowdown in revenues caused by delays in receiving certain components. The Company continues
to review operations during 2022 and adjust staffing in concert with the business demands with a particular focus on Artificial Intelligence
research, development and production. Although the Company implemented a &#8220;rapid development&#8221; initiative in early 2021, which
was intended to enable the Company to respond to market driven demand more quickly, this effort has been somewhat negated by ongoing supply
chain issues. This effort was expected to shorten delivery times on major projects and result in significant revenue growth however, the
previously discussed supply chain issues continue to slow the anticipated benefits at this time. The Company is monitoring the situation
and continues to procure materials ahead of formal contract award.</p>

<p style="font: 10pt Times New 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 growth of the services portion of revenues are
driven by the successful completion of projects and represent services and support for those installations. The Company expects growth
with new revenue from existing customers, including services revenue as the result of new maintenance contracts being established on installations
coming on-line during 2022 and into 2023. The Company also anticipates renewals of existing contracts and a shift to the next generation
of technology systems which are currently being installed.</p>

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

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    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 11%; text-align: right">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: bottom">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: bottom; text-align: right">918,427</td>
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    <td style="vertical-align: bottom">&#160;</td>
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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">Cost of revenues largely comprises equipment and labor
necessary to support the implementation of new systems and support and maintenance of existing 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"><span id="a_Hlk110603913"></span>Cost of
revenues on technology systems increased during the three months ended June 30, 2022 compared to the equivalent period in 2021,
which is consistent with the increase in revenues albeit at a slower overall rate. The higher level of cost was mainly due to higher
costs of materials due to increased production levels and also to supply chain disruptions and inflation. While we expect that
macro-economic factors will continue to drive prices, the Company expects its structural realignment to eventually aid in lowering
costs as a percentage of the overall system price going forward although inflation may impede this effort. As previously noted, the
Company&#8217;s organization and related cost structure was realigned to provide the capability to manufacture, install and support
multiple production systems simultaneously. In accordance with this shift in structure, certain staff were re-assigned or replaced,
and new staff added in key areas, particularly engineering, software development and AI.</p>

<p style="font: 10pt Times New 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">&#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">In conjunction with these organizational changes,
increased costs are now being recognized against project and support revenues. While there is a continued focus on construction costs
and savings through efficiency, the Company elected to expand its key employees in 2021 and early 2022 in anticipation of expected sales
growth in technology systems and services which is now being realized. We also expect these changes to have a positive long-term impact
as we believe they will enable the Company to deliver a higher number of systems in a given period, with a shorter period of implementation
and with better quality and reliability, as operations become standardized in anticipation of expected higher demand for systems, particularly
in the rail industry.</p>

<p style="font: 10pt Times New 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 June 30, 2022 compared to the prior year period against an increase in revenues from services and consulting
for the current year period as compared to the prior year period, a positive development which we anticipate continuing as our recurring
services revenue grow and the associated costs remain relatively flat. When comparing the second quarter of 2022 and the equivalent period
in 2021, an overall positive trend on service and consulting revenue is expected to continue as the Company anticipates that an increasing
amount of the revenue will be derived from recurring revenue. Costs of revenues on services and consulting are expected to increase in
future years but at a slower rate than revenue growth. The Company focused on streamlining support operations in 2021, and despite the
additional resources allocated to these activities in anticipation of higher recurring revenue in 2022 and beyond, we expect higher gross
margins as the Company grows.</p>

<p style="font: 10pt Times New 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 discussed previously, the impact of inflation may
negatively affect the costs of revenues such that we may experience higher costs for materials and labor, including higher employee and
sub-contractor costs that cannot be passed along in all cases. Management is continuing to monitor this situation and expects to take
actions as the full impact of these cost increases is understood. This may take the form of higher prices and continued evaluation of
costs to attempt to reduce the overall costs to offset the additional expenses, although this is not assured.</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>

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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">As previously discussed, the Company has revamped
its operations to support an anticipated increase in the number of new systems going forward. The result in additional cost of revenues
was covered by a greater increase in revenues during the second quarter of 2022. The main reason for the increased costs is the higher
level of production costs for materials as well as supply chain disruptions and inflation. We anticipate further improvements in the overall
gross margin for the full year of 2022. Certain macro-economic factors, which are driving increased costs for materials and labor, may
result in higher costs for project implementation that cannot be wholly or even partially passed on to our customers, which may result
in delaying our progress towards profitability into 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"><b>Operating Expenses </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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td style="text-align: right">13</td>
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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">Overall operating expenses during the three months
ended June 30, 2022 remained flat compared to the equivalent period in 2021. The slight increases in cost for sales and marketing and
research and development was offset by the decrease in general and administration costs during the same period for 2021. Overall, the
Company continues to focus on stabilizing operating expenses while meeting the increase needs of our 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">&#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"><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
June 30, 2022 and 2021 were $1,394,475 and $2,948,468, respectively. The decrease in losses from operations was primarily the result of
higher revenues recorded in the quarter resulting from increases in both our technology systems and services and consulting, slower growth
in costs of those revenues and flat operating expenses.</p>

<p style="font: 10pt Times New 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 June 30, 2022
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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"><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 June 30, 2022
and 2021 was $1,342,672 and $2,952,880, respectively. The 55% decrease in net loss was mostly attributed to the increase in revenues as
described above along with slower growing expenses. Net loss per common share was $0.22 and $0.83 for the three months ended June 30,
2022 and 2021, 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 Six Months Ended June 30, 2022
Compared to Six Months Ended Jun 30, 2021 </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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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"><b>Revenues</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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
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    <td style="width: 8%; text-align: right">&#160;</td>
    <td style="white-space: nowrap; width: 1%">&#160;</td>
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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 increase in overall revenues for the six months
ended June 30, 2022 is primarily related to the previously discussed start of production and new installations in the technology systems
portion of our business and continuing increases in our services and consulting revenues.&#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">We believe the Company&#8217;s capital structure allows
us to weather the unexpected delays without significant operational impact and enables us to pursue large projects requiring the ability
to deploy major resources. As previously discussed, the Company increased its working capital in early 2022 to account for an increase
in pre-contract procurement activities to avoid a slowdown in revenues caused by delays in receiving certain components.</p>

<p style="font: 10pt Times New 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 services portion of revenues are driven by the
successful completion of projects and represent services and support for those installations. The Company expects growth with new revenue
from existing customers, including services revenue as the result of new maintenance contracts being established on installations coming
on-line during 2022. The Company also anticipates renewals of existing contracts and a shift to the next generation of technology systems
which are currently being installed.</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>

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

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    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%">&#160;</td>
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    <td style="vertical-align: bottom; width: 11%; text-align: right">&#160;</td>
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  <tr>
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    <td style="vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: bottom; text-align: right">3,551,778</td>
    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: bottom; text-align: right">2,570,209</td>
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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">Cost of revenues largely comprises equipment, labor
and overhead necessary to support the implementation of new systems and support and maintenance of existing 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"><span id="a_Hlk110603829"></span>Cost of revenues on technology
systems increased during the six months ended June 30, 2022 compared to the equivalent period in 2021, which is not only consistent with
the increase in revenues but at a slower rate during this period than the increase in revenues partially due to timing differences. The
higher level of cost was mainly due to higher costs related to higher revenues, but supply chain disruptions and inflation also continue
to have an impact.&#160; Additional work previously necessary on certain of the Company&#8217;s installations is in the process of completion,
some of which will be paid for by the clients as a result of damage done to certain systems. While we expect that macro-economic factors
will continue to drive prices, the Company expects its structural realignment to aid in lowering costs as a percentage of the overall
system price going forward. As previously noted, the Company&#8217;s organization and related cost structure was realigned to provide
the capability to manufacture, install and support multiple production systems simultaneously. In accordance with this shift in structure,
certain staff were re-assigned or replaced, and new staff added in key areas, particularly engineering, software development and AI.</p>

<p style="font: 10pt Times New 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 conjunction with these organizational changes,
increased costs are now being recognized against project and support revenues. While there is a continued focus on construction costs
and savings through efficiency, the Company has elected to expand its key employees in 2021 and early 2022 in anticipation of expected
sales growth in technology systems and services. The initial negative impact on the gross margin during previous periods was expected
to be a short-term impact, and we believe will be offset by anticipated increases in revenue now and throughout 2022. We also expect these
changes to have a positive long-term impact as we believe they will enable the Company to deliver a higher number of systems in a given
period, with a shorter period of implementation and with better quality and reliability, as operations become standardized in anticipation
of expected higher demand for systems, particularly in the rail industry.</p>

<p style="font: 10pt Times New 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 six months ended June 30, 2022 compared to the prior year period in contrast to the increase in revenues from services and consulting
for the current year period as compared to the prior year period. This overall positive trend on service and consulting revenue is expected
to continue as the Company continues to drive more recurring revenue. Costs of revenues on services and consulting are expected to increase
in future periods but at a slower rate than revenue growth. The Company focused on streamlining support operations in 2021, and despite
the additional resources allocated to these activities in anticipation of higher recurring revenue in 2022 and beyond, we expect higher
gross margins as the Company grows.</p>

<p style="font: 10pt Times New 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 discussed previously, the impact of inflation may
negatively affect the costs of revenues such that we may experience higher costs for materials and labor, including higher employee and
sub-contractor costs that cannot be passed along in all cases. Management is continuing to monitor this situation and expects to take
actions as the full impact of these cost increases is understood. This may take the form of higher prices and continued evaluation of
costs to attempt to reduce the overall costs to offset the additional expenses, although this is not assured.</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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
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    <td style="width: 10%; text-align: right">5,056,458</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
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  <tr style="vertical-align: bottom">
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    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right">3,551,778</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right">2,570,209</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">38</td>
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    <td>&#160;</td>
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    <td style="border-bottom: black 2.25pt double; text-align: right">1,504,680</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="border-bottom: black 2.25pt double; text-align: right">233,213</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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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">&#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">&#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">As previously discussed, the Company has revamped
its operations to support an anticipated increase in the number of new systems going forward. The resultant additional cost of revenues
was covered by a greater increase in revenues during the first half of 2022. The main reason for the continuing high level of cost is
higher costs of materials based on more production of systems as well as supply chain disruptions and inflation. We continue to anticipate
continued improvement in the overall gross margin for the full year of 2022, with much of the improvement expected to occur in the second
half of the year. Certain macro-economic factors, which are driving increased costs for materials and labor, may result in higher costs
for project implementation that cannot be wholly or even partially passed on to our customers and which may result in delaying our progress
towards profitability into 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"><b>Operating Expenses </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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
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    <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>
    <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>
    <td>&#160;</td>
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    <td style="width: 1%">$</td>
    <td style="width: 10%; text-align: right">659,880</td>
    <td style="width: 1%">&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="text-align: right">10</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid; text-align: right">3,913,837</td>
    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid; text-align: right">3,464,272</td>
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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">Overall operating expenses during the six months ended
June 30, 2022 increased by 11% compared to the equivalent period in 2021. While sales and marketing remained flat, research and development
costs and general and administration costs increased by 10% and 13% respectively although some of the increased Administration costs were
related to non-cash compensation for certain staff members. The overall increase in operating expense is primarily related to the growing
business and the effects of inflation on salaries and general overhead. At the current time, we continue to expect overall costs to grow
due to macro-economic factors in addition to organic growth costs related to the business. Where possible, the Company continues to focus
on stabilizing operating expenses while meeting the increase needs of our 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"><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 losses from operations for the six months ended
June 30, 2022 and 2021 were $4,036,093 and $4,770,768, respectively. The decrease in losses from operations was primarily the result of
higher revenues recorded in the period as a consequence of the start of new projects and receipt of materials for production. A positive
trend was the higher revenue recorded without a corresponding greater relative cost of sales even with higher costs of materials resulting
from supply chain disruptions and inflation.</p>

<p style="font: 10pt Times New 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 expense for the six months ended June 30, 2022
was $48,805 compared to other income of $1,411,865 in the comparative period of 2021. The change is primarily due to PPP loan forgiveness
recorded in the first quarter of 2021.</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 six months ended June 30, 2022
and 2021 was $3,987,288 and $3,358,903, respectively. The increase in net loss was mostly attributed to the higher costs in 2021 being
offset by the PPP loan forgiveness recorded in the first quarter of 2021 as other income. Net loss per common share was $0.70 and $0.95
for the six months ended June 30, 2022 and 2021, respectively.</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 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"><span id="a_Hlk110344238"></span>As of June 30, 2022,
the Company has a working capital surplus of $1,221,567 and a net loss of $3,987,288 compared to a negative working capital of $651,381
and a net loss of $6,008,901at December 31, 2021.</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>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc">&#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: center; text-indent: 3pc">&#160;</p>

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: bottom">
    <td style="text-align: center">&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>June 30,<br />
2022</b></span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>June 30,<br />
2021</b></span></td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="width: 74%">Net cash provided (used) in operating activities</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">$</td>
    <td style="width: 10%; text-align: right">287,784</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">$</td>
    <td style="width: 10%; text-align: right">(3,218,903</td>
    <td style="width: 1%">)</td></tr>
  <tr style="vertical-align: bottom">
    <td>Net cash used in investing activities</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">(<span id="a_Hlk110348185"></span>169,209)</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">(<span id="a_Hlk110348196"></span>191,927</td>
    <td>)</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Net cash provided by financing activities</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right">5,256,134</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right">4,264,675</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Net increase in cash</td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td style="border-bottom: black 2.25pt double; text-align: right">5,374,709</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td style="border-bottom: black 2.25pt double; text-align: right">853,845</td>
    <td>&#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">Net cash provided by operating activities for
the six months ended June 30, 2022 was $287,784 and net cash used during the same period of 2021 was $3,218,903. The increase in net
cash provided in operations for the six months ended June 30, 2022 was the result of cash inflows from new projects offset by cash
outflows to procure necessary materials and overall sales, general and administrative expenses. In addition, there are several
changes in assets and liabilities compared to the previous period that decreased the use of cash in operations, notably the change
in accounts receivable due to the timing of project invoicing milestones and cash receipts.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Net cash used in investing activities for the six
months ended June 30, 2022 and 2021 was $169,209 and $191,927, respectively, representing a decrease in the purchase of various fixed
assets for computer equipment and product development.</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 six months ended June 30, 2022 and 2021 was $5,256,134 and $4,264,675, respectively. Cash flows provided by financing activities
during the six-month period in 2022 were primarily attributable to net proceeds of approximately $5,500,000 from the issuance
of common stock. Cash flows from financing activities during the six-month period in 2021 were primarily attributable to the
issuance of Series C Convertible Preferred Stock for $4,500,000.</p>

<p style="font: 10pt Times New 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 2022, we funded our operations through the
sale of our equity (or equity linked) securities, and through revenues generated and cash received from ongoing project execution, services,
and associated maintenance revenues. As of August 9, 2022, we have cash on hand of approximately $3,600,000. We have approximately $165,500
in monthly lease and other mandatory payments, not including payroll and ordinary expenses which are due monthly.</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 a long-term basis, our liquidity is dependent on
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 by 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. In some limited cases, 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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="font-size: 4pt">&#160;</span>&#160;</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 adversely affected by our competitors and prolonged recession periods, although these
are not considered to be a factor at present.</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">Under Accounting Standards Update, or ASU, 2014-15,
Presentation of Financial Statements&#8212;Going Concern (Subtopic 205-40) (&#8220;ASC 205-40&#8221;), the Company has the responsibility
to evaluate whether conditions and/or events raise substantial doubt about its ability to meet its future financial obligations as they
become due within one year after the date that the financial statements are issued. As required by ASC 205-40, this evaluation shall initially
not take into consideration the potential mitigating effects of plans that have not been fully implemented as of the date the financial
statements are issued. Management has assessed the Company&#8217;s ability to continue as a going concern in accordance with the requirement
of ASC 205-40.</p>

<p style="font: 10pt Times New 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">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">As reflected in the accompanying unaudited consolidated
financial statements, the Company had a net loss of $3,987,288 for the six months ended June 30, 2022. During the same period, net cash
provided in operating activities was $287,784. The working capital surplus and accumulated deficit as of June 30, 2022 were $1,221,567
and $49,484,339 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 an underwritten offering receiving net proceeds of approximately $5,500,000
from the successful sales of common stock which was completed during the first quarter of 2022 (the &#8220;2022 Offering&#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">As previously noted, in 2021, the Company raised $4,500,000
from existing shareholders through the issuance of Series C Convertible 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">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 the current 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 the plan described above, generate enough revenue, and eventually attain consistently profitable operations. Although
the current global pandemic related to the coronavirus (COVID-19) has affected our operations, particularly in supply chain, we now believe
that this is expected to be an ongoing issue and our working capital assumptions reflect this new reality. In addition, inflationary pressures
will cause some pressure on margins which the Company expects to offset by higher prices, although this is not assured. The Company also
cannot currently quantify the uncertainty related to the recession that has now been confirmed by broadly accepted economic standards
and the 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 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;&#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, recent events,
including a $5,500,000 injection of funds from a sale of securities, significant recent orders, and the overall stabilization of the business,
indicate that there is not a substantial doubt for the Company to continue as a going concern for a period of twelve months from the issuance
of this report. We continue executing the plan to grow our business and achieve profitability without the requirement to raise additional
capital for existing operations for 2022, although we may do so to fund selective opportunities that may arise. Management has extensively
evaluated our requirements for the next twelve months and has determined that the Company currently has sufficient cash 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"><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"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><i>Determining Fair Value Under ASC 718-10</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">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;</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">&#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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
    <td style="width: 3%">1.</td>
    <td style="width: 94%; text-align: justify">Identify the contract with the customer;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>2.</td>
    <td style="text-align: justify">Identify the performance obligations in the contract;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>3.</td>
    <td style="text-align: justify">Determine the transaction price;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>4.</td>
    <td style="text-align: justify">Allocate the transaction price to separate performance obligations; and</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>5.</td>
    <td style="text-align: justify">Recognize revenue when (or as) each performance obligation is satisfied.</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 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;</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">&#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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">(1)</td>
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  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(2)</td>
    <td style="text-align: justify">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;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(3)</td>
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  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(4)</td>
    <td style="text-align: justify">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.</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>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 Intelligent 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 obligations 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: 3pc">&#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,
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, 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: 0pt 0; text-align: justify"><b>Item 3. Quantitative and Qualitative Disclosures
About Market Risk.</b><span id="item3"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify">Not applicable.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span id="a_Aci_Pg39"></span><b>&#160;</b></p>

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

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b>Item 4. Controls and Procedures.</b><span id="item4"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 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 Accounting 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
Chief Accounting Officer 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 Chief Accounting Officer, as appropriate to allow timely decisions
regarding required disclosure.</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><i>&#160;</i></b></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; text-indent: 3pc">&#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 June 30, 2022
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: center"><b>&#160;</b></p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">&#160;</p>

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


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="a_Aci_Pg40"></span><b>PART II OTHER INFORMATION</b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 1. Legal Proceedings.<span id="item_1"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 1A. Risk Factors.<span id="item_1a"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">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 U.S. Securities and Exchange Commission on March 31,
2022.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 2. Unregistered Sales of Equity Securities and Use of Proceeds.<span id="item_2"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify">None</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b>Item 3. Defaults Upon Senior Securities.<span id="item_3"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 4. Mine Safety Disclosures.<span id="item_4"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Not applicable</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><b>Item 5. Other Information.<span id="item_5"></span></b></p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">None</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0"><span id="a_Aci_Pg41"></span><b>Item 6. Exhibits.<span id="item_6"></span></b></p>

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

<table cellspacing="0" cellpadding="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
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    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; width: 89%; text-align: justify"><span style="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: #CCFFCC">
    <td style="text-align: justify">31.1*</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><a href="duot_ex31z1.htm">Certification by the Principal Executive Officer of Registrant pursuant to Section 302 of the Sarbanes-Oxley Act of 2002</a> (Rule 13a-14(a) or Rule 15d-14(a)).</td></tr>
  <tr style="vertical-align: top">
    <td style="text-align: justify">31.2*</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><a href="duot_ex31z2.htm">Certification by the Principal Financial Officer of Registrant pursuant to Section 302 of the Sarbanes-Oxley Act of 2002</a> (Rule 13a-14(a) or Rule 15d-14(a)).</td></tr>
  <tr style="vertical-align: top; background-color: #CCFFCC">
    <td style="text-align: justify">32.1**</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><a href="duot_ex32z1.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></td></tr>
  <tr style="vertical-align: top">
    <td style="text-align: justify">32.2**</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify"><a href="duot_ex32z2.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></td></tr>
  <tr style="background-color: #CCFFCC">
    <td style="vertical-align: top; text-align: justify">101.INS*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">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)</td></tr>
  <tr>
    <td style="vertical-align: top; text-align: justify">101.SCH*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Inline XBRL Taxonomy Extension Schema Document</td></tr>
  <tr style="background-color: #CCFFCC">
    <td style="vertical-align: top; text-align: justify">101.CAL*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Inline XBRL Taxonomy Extension Calculation Linkbase Document</td></tr>
  <tr>
    <td style="vertical-align: top; text-align: justify">101.DEF*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Inline XBRL Taxonomy Extension Definition Linkbase Document</td></tr>
  <tr style="background-color: #CCFFCC">
    <td style="vertical-align: top; text-align: justify">101.LAB*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Inline XBRL Taxonomy Extension Label Linkbase Document</td></tr>
  <tr>
    <td style="vertical-align: top; text-align: justify">101.PRE*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Inline XBRL Taxonomy Extension Presentation Linkbase Document</td></tr>
  <tr style="background-color: #CCFFCC">
    <td style="vertical-align: top; text-align: justify">104*</td>
    <td style="vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="vertical-align: top; text-align: justify">Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)</td></tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 3pc">&#160;</p>

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

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

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


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><span id="a_Aci_Pg42"></span><b>SIGNATURES</b><span id="signatures"></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 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: 10pt Times New Roman, Times, 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: 0pt 0"><b>DUOS TECHNOLOGIES GROUP, INC.</b></p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 3pc">&#160;</p></td></tr>
  <tr style="vertical-align: top">
    <td style="width: 49%">Date: August 12, 2022</td>
    <td style="width: 5%">By:</td>
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  <tr style="vertical-align: top">
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    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 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>Date: August 12, 2022</td>
    <td>By:</td>
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  <tr style="vertical-align: top">
    <td colspan="2">&#160;</td>
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    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Adrian G. Goldfarb</p>
    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Chief Financial Officer</p></td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">&#160;</p>

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

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

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

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



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

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</DOCUMENT>
<DOCUMENT>
<TYPE>EX-31.1
<SEQUENCE>2
<FILENAME>duot_ex31z1.htm
<DESCRIPTION>CERTIFICATE OF PRINCIPAL EXECUTIVE OFFICER
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="margin: 0"></P>

<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: 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="width: 100%">
  <TR>
    <TD STYLE="width: 7%; font: 11pt Calibri, Helvetica, Sans-Serif; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; font: 11pt Calibri, Helvetica, Sans-Serif; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; font: 11pt Calibri, Helvetica, Sans-Serif; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">c)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">d)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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: 53%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: August 12, 2022</FONT></TD>
    <TD STYLE="width: 3%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="width: 44%; 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: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: right">&nbsp;</P>



<P STYLE="margin: 0">&nbsp;</P>

</BODY>
</HTML>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>EX-31.2
<SEQUENCE>3
<FILENAME>duot_ex31z2.htm
<DESCRIPTION>CERTIFICATE OF PRINCIPAL FINANCIAL OFFICER
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="margin: 0"></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, Adrian G. Goldfarb, 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="width: 100%">
  <TR>
    <TD STYLE="width: 7%; font: 11pt Calibri, Helvetica, Sans-Serif; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; font: 11pt Calibri, Helvetica, Sans-Serif; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; font: 11pt Calibri, Helvetica, Sans-Serif; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">c)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">d)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">a)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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%">
  <TR>
    <TD STYLE="width: 7%; text-align: justify">&nbsp;</TD>
    <TD STYLE="vertical-align: top; width: 3%; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">b)</FONT></TD>
    <TD STYLE="vertical-align: top; width: 90%; 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: 53%">&nbsp;</TD>
    <TD STYLE="width: 3%; text-align: justify">&nbsp;</TD>
    <TD STYLE="width: 44%; 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: August 12, 2022</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; text-align: justify"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/&nbsp;Adrian G. Goldfarb</FONT></TD></TR>
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    <TD STYLE="vertical-align: bottom">
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Adrian G. Goldfarb</P>
    <P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">Chief Financial Officer</P></TD></TR>
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<DOCUMENT>
<TYPE>EX-32.1
<SEQUENCE>4
<FILENAME>duot_ex32z1.htm
<DESCRIPTION>CERTIFICATION
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="margin: 0"></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 June 30, 2022, 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: 3pc">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="width: 100%">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 3%; font: 11pt Calibri, Helvetica, Sans-Serif">&nbsp;</TD>
    <TD STYLE="width: 3%; font: 11pt Calibri, Helvetica, Sans-Serif"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(1)</FONT></TD>
    <TD STYLE="width: 94%; font: 11pt Calibri, Helvetica, Sans-Serif; 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 June 30, 2022, 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: 3pc">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%">
  <TR STYLE="vertical-align: top">
    <TD STYLE="width: 3%">&nbsp;</TD>
    <TD STYLE="width: 3%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2)</FONT></TD>
    <TD STYLE="width: 94%; 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 June 30, 2022, 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: 3pc">&nbsp;&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&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: 52%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: August 12, 2022</FONT></TD>
    <TD STYLE="width: 2%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="width: 35%; border-bottom: black 1pt solid"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt"><I>/s/&nbsp;</I>Charles P. Ferry</FONT></TD>
    <TD STYLE="width: 11%">&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/107% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>



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<DOCUMENT>
<TYPE>EX-32.2
<SEQUENCE>5
<FILENAME>duot_ex32z2.htm
<DESCRIPTION>CERTIFICATION
<TEXT>
<HTML>
<HEAD>
     <TITLE></TITLE>
</HEAD>
<BODY STYLE="font: 10pt Times New Roman, Times, Serif">

<P STYLE="margin: 0"></P>

<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 June 30, 2022, as filed with the U.S.
Securities and Exchange Commission on the date hereof, I, Adrian G. Goldfarb, 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: 3pc">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="width: 100%">
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    <TD STYLE="width: 3%; font: 11pt Calibri, Helvetica, Sans-Serif"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(1)</FONT></TD>
    <TD STYLE="width: 94%; font: 11pt Calibri, Helvetica, Sans-Serif; 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 June 30, 2022, fully complies with the requirements of section 13(a) or 15(d) of
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&nbsp;</P>

<TABLE CELLSPACING="0" CELLPADDING="0" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; width: 100%">
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    <TD STYLE="width: 3%">&nbsp;</TD>
    <TD STYLE="width: 3%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">(2)</FONT></TD>
    <TD STYLE="width: 94%; 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 June 30, 2022, fairly presents, in all material
    respects, the financial condition and results of operations of the Company.</FONT></TD></TR>
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&nbsp;</P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&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: 52%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">Date: August 12, 2022</FONT></TD>
    <TD STYLE="width: 2%"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">By:</FONT></TD>
    <TD STYLE="width: 35%; border-bottom: black 1pt solid"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">/s/&nbsp;Adrian G. Goldfarb</FONT></TD>
    <TD STYLE="width: 11%">&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">Adrian G. Goldfarb</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/107% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt">&nbsp;</P>



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	<link:roleType roleURI="http://duostechnologies/role/CommitmentsAndContingenciesDetails-ScheduleOfSupplementalInformationRelatedLeases" id="CommitmentsAndContingenciesDetails-ScheduleOfSupplementalInformationRelatedLeases">
	  <link:definition>00000027 - Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Supplemental Information Related Leases)</link:definition>
	  <link:usedOn>link:presentationLink</link:usedOn>
	  <link:usedOn>link:calculationLink</link:usedOn>
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	  <link:usedOn>link:calculationLink</link:usedOn>
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	<link:roleType roleURI="http://duostechnologies/role/RevenueDetails-disaggregatedRevenue" id="RevenueDetails-disaggregatedRevenue">
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	  <link:usedOn>link:calculationLink</link:usedOn>
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	  <link:definition>00000034 - Disclosure - DEFINED CONTRIBUTION PLAN (Details Narrative)</link:definition>
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	  <link:usedOn>link:calculationLink</link:usedOn>
	  <link:usedOn>link:definitionLink</link:usedOn>
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	<link:roleType roleURI="http://duostechnologies/role/RelatedPartyTransactionsDetailsNarrative" id="RelatedPartyTransactionsDetailsNarrative">
	  <link:definition>00000035 - Disclosure - RELATED PARTY TRANSACTIONS (Details Narrative)</link:definition>
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	  <link:usedOn>link:calculationLink</link:usedOn>
	  <link:usedOn>link:definitionLink</link:usedOn>
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	<link:roleType roleURI="http://duostechnologies/role/SubsequentEventsDetailsNarrative" id="SubsequentEventsDetailsNarrative">
	  <link:definition>00000036 - Disclosure - SUBSEQUENT EVENTS (Details Narrative)</link:definition>
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	  <link:usedOn>link:calculationLink</link:usedOn>
	  <link:usedOn>link:definitionLink</link:usedOn>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StatementClassOfStockAxis" xlink:label="us-gaap_StatementClassOfStockAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementClassOfStockAxis" xlink:to="us-gaap_StatementClassOfStockAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StatementClassOfStockAxis_lbl" xml:lang="en-US">Class of Stock [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ConvertibleSeriesAPreferredStockMember" xlink:label="duot_ConvertibleSeriesAPreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleSeriesAPreferredStockMember" xlink:to="duot_ConvertibleSeriesAPreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleSeriesAPreferredStockMember_lbl" xml:lang="en-US">Convertible Series A Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ConvertibleSeriesBPreferredStockMember" xlink:label="duot_ConvertibleSeriesBPreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleSeriesBPreferredStockMember" xlink:to="duot_ConvertibleSeriesBPreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleSeriesBPreferredStockMember_lbl" xml:lang="en-US">Convertible Series B Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ConvertibleSeriesCPreferredStockMember" xlink:label="duot_ConvertibleSeriesCPreferredStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleSeriesCPreferredStockMember" xlink:to="duot_ConvertibleSeriesCPreferredStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleSeriesCPreferredStockMember_lbl" xml:lang="en-US">Convertible Series C Preferred Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_ProductOrServiceAxis" xlink:label="srt_ProductOrServiceAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ProductOrServiceAxis" xlink:to="srt_ProductOrServiceAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_ProductOrServiceAxis_lbl" xml:lang="en-US">Product and Service [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ProductMember" xlink:label="us-gaap_ProductMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProductMember" xlink:to="us-gaap_ProductMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProductMember_lbl" xml:lang="en-US">Product [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ServiceOtherMember" xlink:label="us-gaap_ServiceOtherMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ServiceOtherMember" xlink:to="us-gaap_ServiceOtherMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ServiceOtherMember_lbl" xml:lang="en-US">Service, Other [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StatementEquityComponentsAxis" xlink:label="us-gaap_StatementEquityComponentsAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementEquityComponentsAxis" xlink:to="us-gaap_StatementEquityComponentsAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StatementEquityComponentsAxis_lbl" xml:lang="en-US">Equity Components [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_PreferredStockBMember" xlink:label="duot_PreferredStockBMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PreferredStockBMember" xlink:to="duot_PreferredStockBMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PreferredStockBMember_lbl" xml:lang="en-US">Preferred Stock B [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_PreferredStockCMember" xlink:label="duot_PreferredStockCMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PreferredStockCMember" xlink:to="duot_PreferredStockCMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PreferredStockCMember_lbl" xml:lang="en-US">Preferred Stock C [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockMember" xlink:label="us-gaap_CommonStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockMember" xlink:to="us-gaap_CommonStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockMember_lbl" xml:lang="en-US">Common Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdditionalPaidInCapitalMember" xlink:label="us-gaap_AdditionalPaidInCapitalMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdditionalPaidInCapitalMember" xlink:to="us-gaap_AdditionalPaidInCapitalMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AdditionalPaidInCapitalMember_lbl" xml:lang="en-US">Additional Paid-in Capital [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RetainedEarningsMember" xlink:label="us-gaap_RetainedEarningsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetainedEarningsMember" xlink:to="us-gaap_RetainedEarningsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RetainedEarningsMember_lbl" xml:lang="en-US">Retained Earnings [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TreasuryStockMember" xlink:label="us-gaap_TreasuryStockMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TreasuryStockMember" xlink:to="us-gaap_TreasuryStockMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TreasuryStockMember_lbl" xml:lang="en-US">Treasury Stock [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_RestatementAxis" xlink:label="srt_RestatementAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RestatementAxis" xlink:to="srt_RestatementAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_RestatementAxis_lbl" xml:lang="en-US">Revision of Prior Period [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_ScenarioPreviouslyReportedMember" xlink:label="srt_ScenarioPreviouslyReportedMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ScenarioPreviouslyReportedMember" xlink:to="srt_ScenarioPreviouslyReportedMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_ScenarioPreviouslyReportedMember_lbl" xml:lang="en-US">Previously Reported [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_RestatementAdjustmentMember" xlink:label="srt_RestatementAdjustmentMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RestatementAdjustmentMember" xlink:to="srt_RestatementAdjustmentMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_RestatementAdjustmentMember_lbl" xml:lang="en-US">Revision of Prior Period, Adjustment [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_OverheadMember" xlink:label="duot_OverheadMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OverheadMember" xlink:to="duot_OverheadMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_OverheadMember_lbl" xml:lang="en-US">Overhead [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_MajorCustomersAxis" xlink:label="srt_MajorCustomersAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MajorCustomersAxis" xlink:to="srt_MajorCustomersAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_MajorCustomersAxis_lbl" xml:lang="en-US">Customer [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:to="us-gaap_ConcentrationRiskByBenchmarkAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis_lbl" xml:lang="en-US">Concentration Risk Benchmark [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SalesRevenueNetMember" xlink:label="us-gaap_SalesRevenueNetMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesRevenueNetMember" xlink:to="us-gaap_SalesRevenueNetMember_lbl" xlink:type="arc" />
      <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="duot-20220630.xsd#duot_Customer1Member" xlink:label="duot_Customer1Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Customer1Member" xlink:to="duot_Customer1Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Customer1Member_lbl" xml:lang="en-US">Customer 1 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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-20220630.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="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/srt-2022.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/2022/country-2022.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/2022/elts/us-gaap-2022.xsd#us-gaap_AccountsPayableMember" xlink:label="us-gaap_AccountsPayableMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsPayableMember" xlink:to="us-gaap_AccountsPayableMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccountsPayableMember_lbl" xml:lang="en-US">Accounts Payable [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_VendorOneMember" xlink:label="duot_VendorOneMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_VendorOneMember" xlink:to="duot_VendorOneMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_VendorOneMember_lbl" xml:lang="en-US">Vendor One [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_VendorTwoMember" xlink:label="duot_VendorTwoMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_VendorTwoMember" xlink:to="duot_VendorTwoMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_VendorTwoMember_lbl" xml:lang="en-US">Vendor Two [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_SuppliersTwoMember" xlink:label="duot_SuppliersTwoMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SuppliersTwoMember" xlink:to="duot_SuppliersTwoMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SuppliersTwoMember_lbl" xml:lang="en-US">Suppliers Two [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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-20220630.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/2022/elts/us-gaap-2022.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-20220630.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-20220630.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-20220630.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-20220630.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-20220630.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/2022/elts/srt-2022.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/2022/elts/srt-2022.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="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis" xlink:label="us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis" xlink:to="us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis_lbl" xml:lang="en-US">Antidilutive Securities [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EquityUnitPurchaseAgreementsMember" xlink:label="us-gaap_EquityUnitPurchaseAgreementsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EquityUnitPurchaseAgreementsMember" xlink:to="us-gaap_EquityUnitPurchaseAgreementsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EquityUnitPurchaseAgreementsMember_lbl" xml:lang="en-US">Equity Unit Purchase Agreements [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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-20220630.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="duot-20220630.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/2022/elts/us-gaap-2022.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-20220630.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-20220630.xsd#duot_Plan2016Member" xlink:label="duot_Plan2016Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_Plan2016Member" xlink:to="duot_Plan2016Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_Plan2016Member_lbl" xml:lang="en-US">2016 Plan [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_NonPlanMember" xlink:label="duot_NonPlanMember" />
      <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>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_EmployeeStockOption1Member" xlink:label="duot_EmployeeStockOption1Member" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_EmployeeStockOption1Member" xlink:to="duot_EmployeeStockOption1Member_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_EmployeeStockOption1Member_lbl" xml:lang="en-US">Employee Stock Option 1 [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_WarrantMember" xlink:label="us-gaap_WarrantMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WarrantMember" xlink:to="us-gaap_WarrantMember_lbl" xlink:type="arc" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/srt/2022/elts/srt-2022.xsd#srt_NorthAmericaMember" xlink:label="srt_NorthAmericaMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_NorthAmericaMember" xlink:to="srt_NorthAmericaMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="srt_NorthAmericaMember_lbl" xml:lang="en-US">North America [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StatementBusinessSegmentsAxis" xlink:label="us-gaap_StatementBusinessSegmentsAxis" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementBusinessSegmentsAxis" xlink:to="us-gaap_StatementBusinessSegmentsAxis_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StatementBusinessSegmentsAxis_lbl" xml:lang="en-US">Segments [Axis]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_RailMember" xlink:label="duot_RailMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RailMember" xlink:to="duot_RailMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_RailMember_lbl" xml:lang="en-US">Rail [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_CommercialMember" xlink:label="duot_CommercialMember" />
      <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>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_GovernmentsMember" xlink:label="duot_GovernmentsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_GovernmentsMember" xlink:to="duot_GovernmentsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_GovernmentsMember_lbl" xml:lang="en-US">Governments [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_AIMember" xlink:label="duot_AIMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AIMember" xlink:to="duot_AIMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_AIMember_lbl" xml:lang="en-US">A I [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_TurnkeyProjectsMember" xlink:label="duot_TurnkeyProjectsMember" />
      <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>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_MaintenanceAndSupportMember" xlink:label="duot_MaintenanceAndSupportMember" />
      <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>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_AlgorithmsMember" xlink:label="duot_AlgorithmsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AlgorithmsMember" xlink:to="duot_AlgorithmsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_AlgorithmsMember_lbl" xml:lang="en-US">Algorithms [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TimingOfTransferOfGoodOrServiceAxis" xlink:label="us-gaap_TimingOfTransferOfGoodOrServiceAxis" />
      <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-20220630.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-20220630.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-20220630.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-20220630.xsd#duot_BankingsMember" xlink:label="duot_BankingsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_BankingsMember" xlink:to="duot_BankingsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_BankingsMember_lbl" xml:lang="en-US">Bankings [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ItSuppliersMember" xlink:label="duot_ItSuppliersMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ItSuppliersMember" xlink:to="duot_ItSuppliersMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ItSuppliersMember_lbl" xml:lang="en-US">It Suppliers [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_SoftwareLicenseMember" xlink:label="duot_SoftwareLicenseMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SoftwareLicenseMember" xlink:to="duot_SoftwareLicenseMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SoftwareLicenseMember_lbl" xml:lang="en-US">Software License [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_DataCenterAuditingServicesMember" xlink:label="duot_DataCenterAuditingServicesMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_DataCenterAuditingServicesMember" xlink:to="duot_DataCenterAuditingServicesMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_DataCenterAuditingServicesMember_lbl" xml:lang="en-US">Data Center Auditing Services [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ContractorsMember" xlink:label="duot_ContractorsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ContractorsMember" xlink:to="duot_ContractorsMember_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ContractorsMember_lbl" xml:lang="en-US">Contractors [Member]</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_NonQualifiedStockOptionsMember" xlink:label="duot_NonQualifiedStockOptionsMember" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_NonQualifiedStockOptionsMember" xlink:to="duot_NonQualifiedStockOptionsMember_lbl" xlink:type="arc" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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.sec.gov/dei/2022/dei-2022.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/2022/dei-2022.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" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_DocumentShellCompanyReport" xlink:label="dei_DocumentShellCompanyReport" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentPeriodStartDate_lbl" xml:lang="en-US">Document Period Start Date</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentPeriodEndDate_lbl" xml:lang="en-US">Document Period End Date</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentFiscalPeriodFocus_lbl" xml:lang="en-US">Document Fiscal Period Focus</link:label>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityFileNumber" xlink:label="dei_EntityFileNumber" />
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      <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/2022/dei-2022.xsd#dei_EntityRegistrantName" xlink:label="dei_EntityRegistrantName" />
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      <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>
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      <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/2022/dei-2022.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/2022/dei-2022.xsd#dei_EntityTaxIdentificationNumber" xlink:label="dei_EntityTaxIdentificationNumber" />
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      <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/2022/dei-2022.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/2022/dei-2022.xsd#dei_EntityAddressAddressLine1" xlink:label="dei_EntityAddressAddressLine1" />
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      <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>
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      <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>
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      <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>
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      <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/2022/dei-2022.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>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.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" />
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_Security12bTitle" xlink:label="dei_Security12bTitle" />
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      <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>
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      <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/2022/dei-2022.xsd#dei_SecurityExchangeName" xlink:label="dei_SecurityExchangeName" />
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      <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>
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      <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>
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      <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>
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      <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>
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      <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>
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      <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>
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      <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/2022/dei-2022.xsd#dei_EntityEmergingGrowthCompany" xlink:label="dei_EntityEmergingGrowthCompany" />
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      <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/2022/dei-2022.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/2022/dei-2022.xsd#dei_DocumentAccountingStandard" xlink:label="dei_DocumentAccountingStandard" />
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      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_OtherReportingStandardItemNumber" xlink:label="dei_OtherReportingStandardItemNumber" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_OtherReportingStandardItemNumber_lbl" xml:lang="en-US">Other Reporting Standard Item Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityShellCompany" xlink:label="dei_EntityShellCompany" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityShellCompany_lbl" xml:lang="en-US">Entity Shell Company</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityPublicFloat" xlink:label="dei_EntityPublicFloat" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityPublicFloat_lbl" xml:lang="en-US">Entity Public Float</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityBankruptcyProceedingsReportingCurrent" xlink:label="dei_EntityBankruptcyProceedingsReportingCurrent" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityBankruptcyProceedingsReportingCurrent_lbl" xml:lang="en-US">Entity Bankruptcy Proceedings, Reporting Current</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2022/dei-2022.xsd#dei_EntityCommonStockSharesOutstanding" xlink:label="dei_EntityCommonStockSharesOutstanding" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StatementLineItems_lbl" xml:lang="en-US">Statement [Line Items]</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AssetsCurrentAbstract_lbl" xml:lang="en-US">CURRENT ASSETS:</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LiabilitiesAndStockholdersEquityAbstract_lbl" xml:lang="en-US">LIABILITIES AND STOCKHOLDERS' EQUITY</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LiabilitiesCurrentAbstract" xlink:label="us-gaap_LiabilitiesCurrentAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesCurrentAbstract" xlink:to="us-gaap_LiabilitiesCurrentAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LiabilitiesCurrentAbstract_lbl" xml:lang="en-US">CURRENT LIABILITIES:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccountsPayableCurrent" xlink:label="us-gaap_AccountsPayableCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsPayableCurrent" xlink:to="us-gaap_AccountsPayableCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccountsPayableCurrent_lbl" xml:lang="en-US">Accounts payable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherNotesPayableCurrent" xlink:label="us-gaap_OtherNotesPayableCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherNotesPayableCurrent" xlink:to="us-gaap_OtherNotesPayableCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OtherNotesPayableCurrent_lbl" xml:lang="en-US">Notes payable - financing agreements</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccruedLiabilitiesCurrent" xlink:label="us-gaap_AccruedLiabilitiesCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccruedLiabilitiesCurrent" xlink:to="us-gaap_AccruedLiabilitiesCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccruedLiabilitiesCurrent_lbl" xml:lang="en-US">Accrued expenses</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiabilityCurrent" xlink:label="us-gaap_FinanceLeaseLiabilityCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityCurrent" xlink:to="us-gaap_FinanceLeaseLiabilityCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FinanceLeaseLiabilityCurrent_lbl" xml:lang="en-US">Equipment financing payable-current portion</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingLeaseLiabilityCurrent" xlink:label="us-gaap_OperatingLeaseLiabilityCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseLiabilityCurrent" xlink:to="us-gaap_OperatingLeaseLiabilityCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseLiabilityCurrent_lbl" xml:lang="en-US">Operating lease obligations-current portion</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ContractWithCustomerLiabilityCurrent" xlink:label="us-gaap_ContractWithCustomerLiabilityCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ContractWithCustomerLiabilityCurrent" xlink:to="us-gaap_ContractWithCustomerLiabilityCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ContractWithCustomerLiabilityCurrent_lbl" xml:lang="en-US">Contract liabilities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LiabilitiesCurrent" xlink:label="us-gaap_LiabilitiesCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesCurrent" xlink:to="us-gaap_LiabilitiesCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_LiabilitiesCurrent_lbl" xml:lang="en-US">Total Current Liabilities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiabilityNoncurrent" xlink:label="us-gaap_FinanceLeaseLiabilityNoncurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityNoncurrent" xlink:to="us-gaap_FinanceLeaseLiabilityNoncurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FinanceLeaseLiabilityNoncurrent_lbl" xml:lang="en-US">Equipment financing payable, less current portion</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingLeaseLiabilityNoncurrent" xlink:label="us-gaap_OperatingLeaseLiabilityNoncurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeaseLiabilityNoncurrent" xlink:to="us-gaap_OperatingLeaseLiabilityNoncurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingLeaseLiabilityNoncurrent_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/2022/elts/us-gaap-2022.xsd#us-gaap_Liabilities" xlink:label="us-gaap_Liabilities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Liabilities" xlink:to="us-gaap_Liabilities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_Liabilities_lbl" xml:lang="en-US">Total Liabilities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommitmentsAndContingencies" xlink:label="us-gaap_CommitmentsAndContingencies" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommitmentsAndContingencies" xlink:to="us-gaap_CommitmentsAndContingencies_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommitmentsAndContingencies_lbl" xml:lang="en-US">Commitments and Contingencies (Note 4)</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockholdersEquityAbstract" xlink:label="us-gaap_StockholdersEquityAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquityAbstract" xlink:to="us-gaap_StockholdersEquityAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockholdersEquityAbstract_lbl" xml:lang="en-US">STOCKHOLDERS' EQUITY:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockValue" xlink:label="us-gaap_PreferredStockValue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockValue" xlink:to="us-gaap_PreferredStockValue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockValue_lbl" xml:lang="en-US">Preferred Stock, Value, Issued</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockValue" xlink:label="us-gaap_CommonStockValue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockValue" xlink:to="us-gaap_CommonStockValue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockValue_lbl" xml:lang="en-US">Common stock:&#160;&#160;$0.001 par value; 500,000,000 shares authorized, 6,107,209 and 4,111,047 shares issued, 6,105,885 and 4,109,723 shares outstanding at June 30, 2022 and December 31, 2021, respectively</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdditionalPaidInCapitalCommonStock" xlink:label="us-gaap_AdditionalPaidInCapitalCommonStock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdditionalPaidInCapitalCommonStock" xlink:to="us-gaap_AdditionalPaidInCapitalCommonStock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AdditionalPaidInCapitalCommonStock_lbl" xml:lang="en-US">Additional paid-in-capital</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AdditionalPaidInCapital" xlink:label="us-gaap_AdditionalPaidInCapital" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AdditionalPaidInCapital" xlink:to="us-gaap_AdditionalPaidInCapital_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_AdditionalPaidInCapital_lbl" xml:lang="en-US">Total stock &amp; paid-in-capital</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RetainedEarningsAccumulatedDeficit" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RetainedEarningsAccumulatedDeficit" xlink:to="us-gaap_RetainedEarningsAccumulatedDeficit_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RetainedEarningsAccumulatedDeficit_lbl" xml:lang="en-US">Accumulated deficit</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_TotalPaidInCapitalAndRetainedEarningsDeficit" xlink:label="duot_TotalPaidInCapitalAndRetainedEarningsDeficit" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TotalPaidInCapitalAndRetainedEarningsDeficit" xlink:to="duot_TotalPaidInCapitalAndRetainedEarningsDeficit_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="duot_TotalPaidInCapitalAndRetainedEarningsDeficit_lbl" xml:lang="en-US">Sub-total</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TreasuryStockCommonValue" xlink:label="us-gaap_TreasuryStockCommonValue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TreasuryStockCommonValue" xlink:to="us-gaap_TreasuryStockCommonValue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_TreasuryStockCommonValue_lbl" xml:lang="en-US">Less:&#160;&#160;Treasury stock (1,324 shares of common stock at June 30, 2022 and December 31, 2021)</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockholdersEquity" xlink:label="us-gaap_StockholdersEquity" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquity" xlink:to="us-gaap_StockholdersEquity_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_StockholdersEquity_lbl" xml:lang="en-US">Total Stockholders' Equity</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LiabilitiesAndStockholdersEquity" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesAndStockholdersEquity" xlink:to="us-gaap_LiabilitiesAndStockholdersEquity_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity_lbl" xml:lang="en-US">Total Liabilities and Stockholders' Equity</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockParOrStatedValuePerShare" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockParOrStatedValuePerShare" xlink:to="us-gaap_PreferredStockParOrStatedValuePerShare_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare_lbl" xml:lang="en-US">Preferred Stock, Par or Stated Value Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockSharesAuthorized" xlink:label="us-gaap_PreferredStockSharesAuthorized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockSharesAuthorized" xlink:to="us-gaap_PreferredStockSharesAuthorized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockSharesAuthorized_lbl" xml:lang="en-US">Preferred Stock, Shares Authorized</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_PreferredStockSharesAvailableToBeDesignated" xlink:label="duot_PreferredStockSharesAvailableToBeDesignated" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PreferredStockSharesAvailableToBeDesignated_lbl" xml:lang="en-US">Preferred Stock, Shares Designated</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TemporaryEquityParOrStatedValuePerShare_lbl" xml:lang="en-US">Temporary Equity, Par or Stated Value Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TemporaryEquitySharesAuthorized" xlink:label="us-gaap_TemporaryEquitySharesAuthorized" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TemporaryEquitySharesAuthorized_lbl" xml:lang="en-US">Temporary Equity, Shares Authorized</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TemporaryEquitySharesIssued" xlink:label="us-gaap_TemporaryEquitySharesIssued" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TemporaryEquitySharesIssued_lbl" xml:lang="en-US">Temporary Equity, Shares Issued</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TemporaryEquitySharesOutstanding" xlink:label="us-gaap_TemporaryEquitySharesOutstanding" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TemporaryEquitySharesOutstanding_lbl" xml:lang="en-US">Temporary Equity, Shares Outstanding</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockRedemptionPricePerShare" xlink:to="us-gaap_PreferredStockRedemptionPricePerShare_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockRedemptionPricePerShare_lbl" xml:lang="en-US">Preferred stock, conversion price per share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockSharesIssued" xlink:label="us-gaap_PreferredStockSharesIssued" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockSharesIssued" xlink:to="us-gaap_PreferredStockSharesIssued_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockSharesIssued_lbl" xml:lang="en-US">Preferred Stock, Shares Issued</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PreferredStockSharesOutstanding" xlink:label="us-gaap_PreferredStockSharesOutstanding" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockSharesOutstanding" xlink:to="us-gaap_PreferredStockSharesOutstanding_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PreferredStockSharesOutstanding_lbl" xml:lang="en-US">Preferred Stock, Shares Outstanding</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockParOrStatedValuePerShare" xlink:to="us-gaap_CommonStockParOrStatedValuePerShare_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockParOrStatedValuePerShare_lbl" xml:lang="en-US">Common Stock, Par or Stated Value Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockSharesAuthorized" xlink:label="us-gaap_CommonStockSharesAuthorized" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockSharesAuthorized" xlink:to="us-gaap_CommonStockSharesAuthorized_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockSharesAuthorized_lbl" xml:lang="en-US">Common Stock, Shares Authorized</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CommonStockSharesIssued" xlink:label="us-gaap_CommonStockSharesIssued" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockSharesIssued" xlink:to="us-gaap_CommonStockSharesIssued_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockSharesIssued_lbl" xml:lang="en-US">Common Stock, Shares, Issued</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommonStockSharesOutstanding" xlink:to="us-gaap_CommonStockSharesOutstanding_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommonStockSharesOutstanding_lbl" xml:lang="en-US">Common Stock, Shares, Outstanding</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_TreasuryStockCommonShares" xlink:label="us-gaap_TreasuryStockCommonShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_TreasuryStockCommonShares" xlink:to="us-gaap_TreasuryStockCommonShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TreasuryStockCommonShares_lbl" xml:lang="en-US">Treasury Stock, Common, Shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RevenuesAbstract" xlink:label="us-gaap_RevenuesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenuesAbstract" xlink:to="us-gaap_RevenuesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RevenuesAbstract_lbl" xml:lang="en-US">REVENUES:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_Revenues" xlink:label="us-gaap_Revenues" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Revenues" xlink:to="us-gaap_Revenues_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_Revenues_lbl" xml:lang="en-US">Total Revenues</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CostOfGoodsAndServicesSoldAbstract" xlink:label="us-gaap_CostOfGoodsAndServicesSoldAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CostOfGoodsAndServicesSoldAbstract" xlink:to="us-gaap_CostOfGoodsAndServicesSoldAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CostOfGoodsAndServicesSoldAbstract_lbl" xml:lang="en-US">COST OF REVENUES:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CostOfRevenue" xlink:label="us-gaap_CostOfRevenue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CostOfRevenue" xlink:to="us-gaap_CostOfRevenue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CostOfRevenue_lbl" xml:lang="en-US">Total Cost of Revenues</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_GrossProfit" xlink:label="us-gaap_GrossProfit" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GrossProfit" xlink:to="us-gaap_GrossProfit_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_GrossProfit_lbl" xml:lang="en-US">GROSS MARGIN</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingExpensesAbstract" xlink:label="us-gaap_OperatingExpensesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingExpensesAbstract" xlink:to="us-gaap_OperatingExpensesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OperatingExpensesAbstract_lbl" xml:lang="en-US">OPERATING EXPENSES:</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_SalesMarketingExpense" xlink:label="duot_SalesMarketingExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SalesMarketingExpense" xlink:to="duot_SalesMarketingExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SalesMarketingExpense_lbl" xml:lang="en-US">Sales and marketing</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ResearchAndDevelopmentExpense" xlink:label="us-gaap_ResearchAndDevelopmentExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ResearchAndDevelopmentExpense" xlink:to="us-gaap_ResearchAndDevelopmentExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ResearchAndDevelopmentExpense_lbl" xml:lang="en-US">Research and development</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_GeneralAndAdministrativeExpense" xlink:label="us-gaap_GeneralAndAdministrativeExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GeneralAndAdministrativeExpense" xlink:to="us-gaap_GeneralAndAdministrativeExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_GeneralAndAdministrativeExpense_lbl" xml:lang="en-US">General and Administration</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingCostsAndExpenses" xlink:label="us-gaap_OperatingCostsAndExpenses" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingCostsAndExpenses" xlink:to="us-gaap_OperatingCostsAndExpenses_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_OperatingCostsAndExpenses_lbl" xml:lang="en-US">Total Operating Expenses</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OperatingIncomeLoss" xlink:label="us-gaap_OperatingIncomeLoss" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingIncomeLoss" xlink:to="us-gaap_OperatingIncomeLoss_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_OperatingIncomeLoss_lbl" xml:lang="en-US">LOSS FROM OPERATIONS</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherIncomeAndExpensesAbstract" xlink:label="us-gaap_OtherIncomeAndExpensesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherIncomeAndExpensesAbstract" xlink:to="us-gaap_OtherIncomeAndExpensesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OtherIncomeAndExpensesAbstract_lbl" xml:lang="en-US">OTHER INCOME (EXPENSES):</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InterestExpense" xlink:label="us-gaap_InterestExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestExpense" xlink:to="us-gaap_InterestExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_InterestExpense_lbl" xml:lang="en-US">Interest expense</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OtherNonoperatingIncomeExpense" xlink:label="us-gaap_OtherNonoperatingIncomeExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OtherNonoperatingIncomeExpense" xlink:to="us-gaap_OtherNonoperatingIncomeExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OtherNonoperatingIncomeExpense_lbl" xml:lang="en-US">Other income, net</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NonoperatingIncomeExpense" xlink:label="us-gaap_NonoperatingIncomeExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NonoperatingIncomeExpense" xlink:to="us-gaap_NonoperatingIncomeExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_NonoperatingIncomeExpense_lbl" xml:lang="en-US">Total Other Income (Expenses)</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetIncomeLoss" xlink:label="us-gaap_NetIncomeLoss" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLoss" xlink:to="us-gaap_NetIncomeLoss_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_NetIncomeLoss_lbl" xml:lang="en-US">NET LOSS</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareBasic" xlink:label="us-gaap_EarningsPerShareBasic" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EarningsPerShareBasic" xlink:to="us-gaap_EarningsPerShareBasic_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EarningsPerShareBasic_lbl" xml:lang="en-US">Basic Net Loss Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EarningsPerShareDiluted" xlink:label="us-gaap_EarningsPerShareDiluted" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EarningsPerShareDiluted" xlink:to="us-gaap_EarningsPerShareDiluted_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EarningsPerShareDiluted_lbl" xml:lang="en-US">Diluted Net Loss Per Share</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:to="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_lbl" xml:lang="en-US">Weighted Average Shares - Basic</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:label="us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:to="us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_lbl" xml:lang="en-US">Weighted Average Shares - Diluted</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquity" xlink:to="us-gaap_StockholdersEquity_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_StockholdersEquity_2_lbl" xml:lang="en-US">Beginning balance, value</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_SharesOutstanding" xlink:label="us-gaap_SharesOutstanding" />
      <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>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_SeriesCPreferredConvertedToCommonStock" xlink:label="duot_SeriesCPreferredConvertedToCommonStock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesCPreferredConvertedToCommonStock" xlink:to="duot_SeriesCPreferredConvertedToCommonStock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_SeriesCPreferredConvertedToCommonStock_lbl" xml:lang="en-US">Series C preferred stock issued</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised" xlink:label="us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised" xlink:to="us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised_lbl" xml:lang="en-US">Stock options compensation</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_CommonStockIssuedForCashlessWarrantsExercised" xlink:label="duot_CommonStockIssuedForCashlessWarrantsExercised" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CommonStockIssuedForCashlessWarrantsExercised" xlink:to="duot_CommonStockIssuedForCashlessWarrantsExercised_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CommonStockIssuedForCashlessWarrantsExercised_lbl" xml:lang="en-US">Common stock issued for cash less warrants exercised</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_CommonStockIssuedForCashLessWarrantsExercisedShares" xlink:label="duot_CommonStockIssuedForCashLessWarrantsExercisedShares" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CommonStockIssuedForCashLessWarrantsExercisedShares" xlink:to="duot_CommonStockIssuedForCashLessWarrantsExercisedShares_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_CommonStockIssuedForCashLessWarrantsExercisedShares_lbl" xml:lang="en-US">Common stock issued for cash less warrants exercised, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodValueOther" xlink:label="us-gaap_StockIssuedDuringPeriodValueOther" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodValueOther" xlink:to="us-gaap_StockIssuedDuringPeriodValueOther_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodValueOther_lbl" xml:lang="en-US">Common stock issued for cash</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodSharesOther" xlink:label="us-gaap_StockIssuedDuringPeriodSharesOther" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesOther" xlink:to="us-gaap_StockIssuedDuringPeriodSharesOther_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodSharesOther_lbl" xml:lang="en-US">Common stock issued for cash, shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_PaymentsOfStockIssuanceCosts" xlink:label="us-gaap_PaymentsOfStockIssuanceCosts" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsOfStockIssuanceCosts" xlink:to="us-gaap_PaymentsOfStockIssuanceCosts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_PaymentsOfStockIssuanceCosts_lbl" xml:lang="en-US">Stock issuance cost</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodValueIssuedForServices" xlink:label="us-gaap_StockIssuedDuringPeriodValueIssuedForServices" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodValueIssuedForServices" xlink:to="us-gaap_StockIssuedDuringPeriodValueIssuedForServices_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodValueIssuedForServices_lbl" xml:lang="en-US">Stock issued for services</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockIssuedDuringPeriodSharesIssuedForServices" xlink:label="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices" xlink:to="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockIssuedDuringPeriodSharesIssuedForServices_lbl" xml:lang="en-US">Stock issued for services , shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/label" 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_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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract_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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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-20220630.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="duot-20220630.xsd#duot_PppLoanForgivenessIncludingAccruedInterest" xlink:label="duot_PppLoanForgivenessIncludingAccruedInterest" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PppLoanForgivenessIncludingAccruedInterest" xlink:to="duot_PppLoanForgivenessIncludingAccruedInterest_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_PppLoanForgivenessIncludingAccruedInterest_lbl" xml:lang="en-US">PPP loan forgiveness including accrued interest</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_AmortizationOfOperatingLeaseRightOfUseAsset" xlink:label="duot_AmortizationOfOperatingLeaseRightOfUseAsset" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AmortizationOfOperatingLeaseRightOfUseAsset" xlink:to="duot_AmortizationOfOperatingLeaseRightOfUseAsset_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_AmortizationOfOperatingLeaseRightOfUseAsset_lbl" xml:lang="en-US">Amortization of operating lease right of use asset</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract" xlink:label="us-gaap_IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract" />
      <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/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInReceivables" xlink:label="us-gaap_IncreaseDecreaseInReceivables" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInReceivables" xlink:to="us-gaap_IncreaseDecreaseInReceivables_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInReceivables_lbl" xml:lang="en-US">Accounts receivable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInContractWithCustomerAsset" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerAsset" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInContractWithCustomerAsset" xlink:to="us-gaap_IncreaseDecreaseInContractWithCustomerAsset_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerAsset_lbl" xml:lang="en-US">Contract assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInInventories" xlink:label="us-gaap_IncreaseDecreaseInInventories" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInInventories_lbl" xml:lang="en-US">Inventory</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInPrepaidExpense" xlink:label="us-gaap_IncreaseDecreaseInPrepaidExpense" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInPrepaidExpense" xlink:to="us-gaap_IncreaseDecreaseInPrepaidExpense_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_IncreaseDecreaseInPrepaidExpense_lbl" xml:lang="en-US">Prepaid expenses and other current assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInAccountsPayableTrade" xlink:label="us-gaap_IncreaseDecreaseInAccountsPayableTrade" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInAccountsPayableTrade" xlink:to="us-gaap_IncreaseDecreaseInAccountsPayableTrade_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_IncreaseDecreaseInAccountsPayableTrade_lbl" xml:lang="en-US">Accounts payable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities" xlink:label="us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities" xlink:to="us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities_lbl" xml:lang="en-US">Payroll taxes payable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/verboseLabel" xlink:label="us-gaap_IncreaseDecreaseInAccruedLiabilities_lbl" xml:lang="en-US">Accrued expenses</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInOperatingLeaseLiability" xlink:label="us-gaap_IncreaseDecreaseInOperatingLeaseLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInOperatingLeaseLiability" xlink:to="us-gaap_IncreaseDecreaseInOperatingLeaseLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInOperatingLeaseLiability_lbl" xml:lang="en-US">Operating lease obligation</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncreaseDecreaseInContractWithCustomerLiability" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInContractWithCustomerLiability" xlink:to="us-gaap_IncreaseDecreaseInContractWithCustomerLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerLiability_lbl" xml:lang="en-US">Contract liabilities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInOperatingActivities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities_lbl" xml:lang="en-US">Net cash provided (used) in operating activities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_lbl" xml:lang="en-US">Cash flows from investing activities:</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_PaymentsToAcquireIntangibleAssets_lbl" xml:lang="en-US">Purchase of patents/trademarks</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_PaymentsToDevelopSoftware_lbl" xml:lang="en-US">Purchase of software development</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">Purchase of fixed assets</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xml:lang="en-US">Net cash used in investing activities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xml:lang="en-US">Cash flows from financing activities:</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_RepaymentsOfInsuranceAndEquipmentFinancing_lbl" xml:lang="en-US">Repayments of insurance and equipment financing</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RepaymentsOfLongTermCapitalLeaseObligations" xlink:label="us-gaap_RepaymentsOfLongTermCapitalLeaseObligations" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RepaymentsOfLongTermCapitalLeaseObligations" xlink:to="us-gaap_RepaymentsOfLongTermCapitalLeaseObligations_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_ProceedsFromIssuanceOfCommonStock_lbl" xml:lang="en-US">Proceeds from common stock issued</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_IssuanceCosts" xlink:to="duot_IssuanceCosts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_IssuanceCosts_lbl" xml:lang="en-US">Issuance cost</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOrSaleOfEquity" xlink:to="us-gaap_ProceedsFromIssuanceOrSaleOfEquity_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProceedsFromIssuanceOrSaleOfEquity_lbl" xml:lang="en-US">Proceeds from preferred stock issued</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xml:lang="en-US">Net cash provided by financing activities</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xml:lang="en-US">Cash, beginning of period</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_2_lbl" xlink:type="arc" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NoncashInvestingAndFinancingItemsAbstract" xlink:label="us-gaap_NoncashInvestingAndFinancingItemsAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NoncashInvestingAndFinancingItemsAbstract" xlink:to="us-gaap_NoncashInvestingAndFinancingItemsAbstract_lbl" xlink:type="arc" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_InterestPaid" xlink:label="us-gaap_InterestPaid" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestPaid" xlink:to="us-gaap_InterestPaid_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_InterestPaid_lbl" xml:lang="en-US">Interest paid</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_IncomeTaxesPaidNet" xlink:label="us-gaap_IncomeTaxesPaidNet" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncomeTaxesPaidNet_lbl" xml:lang="en-US">Taxes paid</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract" xlink:label="us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract" xlink:to="us-gaap_CashFlowNoncashInvestingAndFinancingActivitiesDisclosureAbstract_lbl" xlink:type="arc" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_NotesIssued1" xlink:label="us-gaap_NotesIssued1" />
      <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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccountingPoliciesAbstract" xlink:label="us-gaap_AccountingPoliciesAbstract" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AccountingPoliciesAbstract_lbl" xml:lang="en-US">Accounting Policies [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock" xlink:label="us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock" xlink:to="us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock_lbl" xml:lang="en-US">NATURE OF OPERATIONS, BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" xlink:label="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract_lbl" xml:lang="en-US">Organization, Consolidation and Presentation of Financial Statements [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_DebtDisclosureAbstract" xlink:label="us-gaap_DebtDisclosureAbstract" />
      <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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DebtDisclosureAbstract_lbl" xml:lang="en-US">Debt Disclosure [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.xsd#us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" xlink:label="us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CommitmentsAndContingenciesDisclosureTextBlock" xlink:to="us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CommitmentsAndContingenciesDisclosureTextBlock_lbl" xml:lang="en-US">COMMITMENTS AND CONTINGENCIES</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_EquityAbstract" xlink:label="us-gaap_EquityAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EquityAbstract" xlink:to="us-gaap_EquityAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_EquityAbstract_lbl" xml:lang="en-US">Equity [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:label="us-gaap_StockholdersEquityNoteDisclosureTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:to="us-gaap_StockholdersEquityNoteDisclosureTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockholdersEquityNoteDisclosureTextBlock_lbl" xml:lang="en-US">STOCKHOLDERS&#8217; EQUITY</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RevenueFromContractWithCustomerAbstract" xlink:label="us-gaap_RevenueFromContractWithCustomerAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenueFromContractWithCustomerAbstract" xlink:to="us-gaap_RevenueFromContractWithCustomerAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RevenueFromContractWithCustomerAbstract_lbl" xml:lang="en-US">Revenue from Contract with Customer [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RevenueFromContractWithCustomerTextBlock" xlink:label="us-gaap_RevenueFromContractWithCustomerTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevenueFromContractWithCustomerTextBlock" xlink:to="us-gaap_RevenueFromContractWithCustomerTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RevenueFromContractWithCustomerTextBlock_lbl" xml:lang="en-US">REVENUE</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_CompensationAndRetirementDisclosureAbstract" xlink:label="us-gaap_CompensationAndRetirementDisclosureAbstract" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CompensationAndRetirementDisclosureAbstract" xlink:to="us-gaap_CompensationAndRetirementDisclosureAbstract_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_CompensationAndRetirementDisclosureAbstract_lbl" xml:lang="en-US">Retirement Benefits [Abstract]</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DefinedContributionPlanTextBlock" xlink:to="us-gaap_DefinedContributionPlanTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_DefinedContributionPlanTextBlock_lbl" xml:lang="en-US">DEFINED CONTRIBUTION PLAN</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyTransactionsAbstract" xlink:label="us-gaap_RelatedPartyTransactionsAbstract" />
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RelatedPartyTransactionsAbstract_lbl" xml:lang="en-US">Related Party Transactions [Abstract]</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyTransactionsDisclosureTextBlock" xlink:label="us-gaap_RelatedPartyTransactionsDisclosureTextBlock" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RelatedPartyTransactionsDisclosureTextBlock" xlink:to="us-gaap_RelatedPartyTransactionsDisclosureTextBlock_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RelatedPartyTransactionsDisclosureTextBlock_lbl" xml:lang="en-US">RELATED PARTY TRANSACTIONS</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventsAbstract" xlink:to="us-gaap_SubsequentEventsAbstract_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_TradeAndOtherAccountsReceivablePolicy_lbl" xml:lang="en-US">Accounts Receivable</link:label>
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      <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>
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      <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>
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      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_lbl" xml:lang="en-US">Number of incentive stock options</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_ConvertibleCommonSharesIssuedUponConversion" xlink:label="duot_ConvertibleCommonSharesIssuedUponConversion" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleCommonSharesIssuedUponConversion" xlink:to="duot_ConvertibleCommonSharesIssuedUponConversion_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_ConvertibleCommonSharesIssuedUponConversion_lbl" xml:lang="en-US">Number of Shares upon Conversion</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLoss" xlink:to="us-gaap_NetIncomeLoss_3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="us-gaap_NetIncomeLoss_3_lbl" xml:lang="en-US">Net income</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/2003/role/label" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivities_2_lbl" xml:lang="en-US">Net cash used in operations</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_WorkingCapitalDeficit" xlink:label="duot_WorkingCapitalDeficit" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_WorkingCapitalDeficit" xlink:to="duot_WorkingCapitalDeficit_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_WorkingCapitalDeficit_lbl" xml:lang="en-US">Working capital deficit</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/2022/elts/us-gaap-2022.xsd#us-gaap_SecuredDebt" xlink:label="us-gaap_SecuredDebt" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SecuredDebt" xlink:to="us-gaap_SecuredDebt_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SecuredDebt_lbl" xml:lang="en-US">Secured loan</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ProceedsFromOtherDebt" xlink:label="us-gaap_ProceedsFromOtherDebt" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromOtherDebt" xlink:to="us-gaap_ProceedsFromOtherDebt_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ProceedsFromOtherDebt_lbl" xml:lang="en-US">Net proceeds bebt</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths" xlink:to="us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_lbl" xml:lang="en-US">2022</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo" xlink:to="us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo_lbl" xml:lang="en-US">2023</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiabilityPaymentsDue" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDue" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityPaymentsDue" xlink:to="us-gaap_FinanceLeaseLiabilityPaymentsDue_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:label="us-gaap_FinanceLeaseLiabilityPaymentsDue_lbl" xml:lang="en-US">Total minimum equipment financing payments</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_LesseeFinanceLeaseLiabilityImputedInterest" xlink:label="duot_LesseeFinanceLeaseLiabilityImputedInterest" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_LesseeFinanceLeaseLiabilityImputedInterest" xlink:to="duot_LesseeFinanceLeaseLiabilityImputedInterest_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:label="duot_LesseeFinanceLeaseLiabilityImputedInterest_lbl" xml:lang="en-US">Less: interest</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_FinanceLeaseLiability" xlink:label="us-gaap_FinanceLeaseLiability" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiability" xlink:to="us-gaap_FinanceLeaseLiability_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_FinanceLeaseLiability_lbl" xml:lang="en-US">Total equipment financing at June 30, 2022</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityCurrent" xlink:to="us-gaap_FinanceLeaseLiabilityCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_FinanceLeaseLiabilityCurrent_2_lbl" xml:lang="en-US">Less: current portion of equipment financing</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FinanceLeaseLiabilityNoncurrent" xlink:to="us-gaap_FinanceLeaseLiabilityNoncurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_FinanceLeaseLiabilityNoncurrent_2_lbl" xml:lang="en-US">Long term portion of equipment financing</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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">&#160;&#160;&#160;2022</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">&#160;&#160;&#160;2023</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">&#160;&#160;&#160;2024</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">&#160;&#160;&#160;2025</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_lbl" xml:lang="en-US">&#160;&#160;&#160;2026</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive" xlink:to="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_lbl" xml:lang="en-US">&#160;&#160;&#160;Thereafter</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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-20220630.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-20220630.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/verboseLabel" 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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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-20220630.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_OperatingLeaseLiabilityCurrent" xlink:to="us-gaap_OperatingLeaseLiabilityCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_OperatingLeaseLiabilityCurrent_2_lbl" xml:lang="en-US">Operating lease liability</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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/2022/elts/us-gaap-2022.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:loc xlink:type="locator" xlink:href="duot-20220630.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-20220630.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">One-time charge which will be amortized in equal amounts over the 36-month term of the separation agreement</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccruedLiabilitiesCurrent" xlink:to="us-gaap_AccruedLiabilitiesCurrent_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_AccruedLiabilitiesCurrent_2_lbl" xml:lang="en-US">Accrued Liabilities, Current</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_PaymentTwoSeparationAgreementForLifeInsurance" xlink:label="duot_PaymentTwoSeparationAgreementForLifeInsurance" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PaymentTwoSeparationAgreementForLifeInsurance" xlink:to="duot_PaymentTwoSeparationAgreementForLifeInsurance_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PaymentTwoSeparationAgreementForLifeInsurance_lbl" xml:lang="en-US">Current life insurance</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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">Conversion shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/label" 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/2022/elts/us-gaap-2022.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 at shares</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">Common stock issued for services, value</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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">Share price</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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_PreferredStockSharesIssued" xlink:to="us-gaap_PreferredStockSharesIssued_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_PreferredStockSharesIssued_2_lbl" xml:lang="en-US">Preferred stock, shares issued</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockSharesAuthorized" xlink:to="us-gaap_PreferredStockSharesAuthorized_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_PreferredStockSharesAuthorized_2_lbl" xml:lang="en-US">Preferred stock authorized</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockParOrStatedValuePerShare" xlink:to="us-gaap_PreferredStockParOrStatedValuePerShare_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_PreferredStockParOrStatedValuePerShare_2_lbl" xml:lang="en-US">Preferred stock, par value</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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 preferred stock</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/verboseLabel" 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/2022/elts/us-gaap-2022.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:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PreferredStockSharesOutstanding" xlink:to="us-gaap_PreferredStockSharesOutstanding_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_PreferredStockSharesOutstanding_2_lbl" xml:lang="en-US">Preferred stock, shares outstanding</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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 issuance of preffeed stock</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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-20220630.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 for stock options</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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/2022/elts/us-gaap-2022.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_lbl" xml:lang="en-US">Vesting term</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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: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/verboseLabel" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_2_lbl" xml:lang="en-US">Options outstanding</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent" xlink:label="us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent" xlink:to="us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent_lbl" xml:lang="en-US">Payroll taxes payable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights" xlink:label="us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights" xlink:to="us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights_lbl" xml:lang="en-US">Warrant issued</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfWarrantOrRightOutstanding" xlink:to="us-gaap_ClassOfWarrantOrRightOutstanding_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_ClassOfWarrantOrRightOutstanding_2_lbl" xml:lang="en-US">Warrants outstanding</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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-20220630.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/totalLabel" xlink:label="us-gaap_ContractWithCustomerAssetNetCurrent_2_lbl" xml:lang="en-US">Contract assets</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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-20220630.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-20220630.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/totalLabel" xlink:label="duot_ContractLiabilitiesTechnologiesSystems_lbl" xml:lang="en-US">Contract liabilities, technologies systems</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.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/2022/elts/us-gaap-2022.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/totalLabel" 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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_RelatedPartyCosts" xlink:label="us-gaap_RelatedPartyCosts" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RelatedPartyCosts" xlink:to="us-gaap_RelatedPartyCosts_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_RelatedPartyCosts_lbl" xml:lang="en-US">Related party cost</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent" xlink:label="us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent" xlink:to="us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent_lbl" xml:lang="en-US">Accounts payable</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.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/2022/elts/us-gaap-2022.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_lbl" xml:lang="en-US">Options granted</link:label>
      <link:loc xlink:type="locator" xlink:href="duot-20220630.xsd#duot_StockOptionTerm" xlink:label="duot_StockOptionTerm" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_StockOptionTerm" xlink:to="duot_StockOptionTerm_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_StockOptionTerm_lbl" xml:lang="en-US">Stock option term</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.fasb.org/us-gaap/2022/elts/us-gaap-2022.xsd#us-gaap_OptionIndexedToIssuersEquityStrikePrice1" xlink:label="us-gaap_OptionIndexedToIssuersEquityStrikePrice1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OptionIndexedToIssuersEquityStrikePrice1" xlink:to="us-gaap_OptionIndexedToIssuersEquityStrikePrice1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:label="us-gaap_OptionIndexedToIssuersEquityStrikePrice1_lbl" xml:lang="en-US">Strike price</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="duot_CostsAndEstimatedEarningsRecognized" xlink:to="duot_CostsAndEstimatedEarningsRecognized_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_CostsAndEstimatedEarningsRecognized_doc" xml:lang="en-US">Costs and estimated earnings recognized.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_BillingsOrCashReceived" xlink:to="duot_BillingsOrCashReceived_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_BillingsOrCashReceived_doc" xml:lang="en-US">Billings or cash received.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_BillingsAndorCashReceiptsOnUncompletedContracts" xlink:to="duot_BillingsAndorCashReceiptsOnUncompletedContracts_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_BillingsAndorCashReceiptsOnUncompletedContracts_doc" xml:lang="en-US">Costs and estimated earnings recognized.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CostAndEstimatedEarningsRecognized" xlink:to="duot_CostAndEstimatedEarningsRecognized_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_CostAndEstimatedEarningsRecognized_doc" xml:lang="en-US">Costs and estimated earnings recognized.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_RailMember" xlink:to="duot_RailMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_RailMember_doc" xml:lang="en-US">Rail [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_CommercialMember" xlink:to="duot_CommercialMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_CommercialMember_doc" xml:lang="en-US">Commercial [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AIMember" xlink:to="duot_AIMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_AIMember_doc" xml:lang="en-US">AI [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_TurnkeyProjectsMember" xlink:to="duot_TurnkeyProjectsMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_TurnkeyProjectsMember_doc" xml:lang="en-US">Turnkey Projects [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_MaintenanceAndSupportMember" xlink:to="duot_MaintenanceAndSupportMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_MaintenanceAndSupportMember_doc" xml:lang="en-US">Maintenance &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp; Support [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_GoodsTransferredOverTimeMember" xlink:to="duot_GoodsTransferredOverTimeMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_GoodsTransferredOverTimeMember_doc" xml:lang="en-US">Goods transferred over time [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ServicesTransferredOverTimeMember" xlink:to="duot_ServicesTransferredOverTimeMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ServicesTransferredOverTimeMember_doc" xml:lang="en-US">Services transferred over time [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ItSuppliersMember" xlink:to="duot_ItSuppliersMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ItSuppliersMember_doc" xml:lang="en-US">IT Suppliers [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_DataCenterAuditingServicesMember" xlink:to="duot_DataCenterAuditingServicesMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_DataCenterAuditingServicesMember_doc" xml:lang="en-US">Data Center Auditing Services [Member]</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_SeriesBConvertiblePreferredStockMember" xlink:to="duot_SeriesBConvertiblePreferredStockMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_SeriesBConvertiblePreferredStockMember_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="duot_AreaOfLease" xlink:to="duot_AreaOfLease_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_AreaOfLease_doc" xml:lang="en-US">Net lease area of properties owned.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_AdditionalCompensationToBePaidInSeparationPayments" xlink:to="duot_AdditionalCompensationToBePaidInSeparationPayments_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_AdditionalCompensationToBePaidInSeparationPayments_doc" xml:lang="en-US">Compensation to be paid in addition to base salary in separation payments.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement" xlink:to="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_doc" xml:lang="en-US">One-time charge which will be amortized in equal amounts over the 36-month term of the separation agreement.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PaymentOneOfSeparationAgreement" xlink:to="duot_PaymentOneOfSeparationAgreement_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_PaymentOneOfSeparationAgreement_doc" xml:lang="en-US">Payment of lump sum amount equal to the first six (6) months of payments owed to the Executive then continue to pay Executive in bi-weekly installments for thirty (30) months thereafter, as contemplated in the Employment Agreement.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PaymentTwoSeparationAgreementForLifeInsurance" xlink:to="duot_PaymentTwoSeparationAgreementForLifeInsurance_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_PaymentTwoSeparationAgreementForLifeInsurance_doc" xml:lang="en-US">Payment one-half of the Executive's current life insurance premiums for thirty-six (36) months and provide and pay for the Executive's health insurance for eighteen (18) months following the Separation of approximately $1,700.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteOneMember" xlink:to="duot_ThirdPartyInsuranceNoteOneMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ThirdPartyInsuranceNoteOneMember_doc" xml:lang="en-US">Third party insurance note one member.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteTwoMember" xlink:to="duot_ThirdPartyInsuranceNoteTwoMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ThirdPartyInsuranceNoteTwoMember_doc" xml:lang="en-US">Third party insurance note two member.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteThreeMember" xlink:to="duot_ThirdPartyInsuranceNoteThreeMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ThirdPartyInsuranceNoteThreeMember_doc" xml:lang="en-US">Third party insurance note three member.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ThirdPartyInsuranceNoteFourMember" xlink:to="duot_ThirdPartyInsuranceNoteFourMember_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ThirdPartyInsuranceNoteFourMember_doc" xml:lang="en-US">Third party insurance note four member.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_LesseeFinanceLeaseLiabilityImputedInterest" xlink:to="duot_LesseeFinanceLeaseLiabilityImputedInterest_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_LesseeFinanceLeaseLiabilityImputedInterest_doc" xml:lang="en-US">Imputed interest on finance lease liabilities.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_WorkingCapitalDeficit" xlink:to="duot_WorkingCapitalDeficit_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_WorkingCapitalDeficit_doc" xml:lang="en-US">Working capital deficit.</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_ConvertibleCommonSharesIssuedUponConversion" xlink:to="duot_ConvertibleCommonSharesIssuedUponConversion_doc" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:label="duot_ConvertibleCommonSharesIssuedUponConversion_doc" xml:lang="en-US">Number of Shares upon Conversion.</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="us-gaap_AdditionalPaidInCapital" xlink:to="us-gaap_AdditionalPaidInCapital_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_AdditionalPaidInCapital_2_lbl" xml:lang="en-US">Additional Paid in Capital</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">TotalPaidInCapitalAndRetainedEarningsDeficit</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" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_TreasuryStockCommonValue_2_lbl" xml:lang="en-US">Treasury Stock, Common, Value</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StockholdersEquity" xlink:to="us-gaap_StockholdersEquity_4_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_StockholdersEquity_4_lbl" xml:lang="en-US">Stockholders' Equity Attributable to Parent</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LiabilitiesAndStockholdersEquity" xlink:to="us-gaap_LiabilitiesAndStockholdersEquity_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_LiabilitiesAndStockholdersEquity_2_lbl" xml:lang="en-US">Liabilities and Equity</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InterestExpense" xlink:to="us-gaap_InterestExpense_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_InterestExpense_2_lbl" xml:lang="en-US">Interest Expense</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NonoperatingIncomeExpense" xlink:to="us-gaap_NonoperatingIncomeExpense_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NonoperatingIncomeExpense_2_lbl" xml:lang="en-US">Nonoperating Income (Expense)</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetIncomeLoss" xlink:to="us-gaap_NetIncomeLoss_4_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetIncomeLoss_4_lbl" xml:lang="en-US">Net Income (Loss) Attributable to Parent</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SharesOutstanding" xlink:to="us-gaap_SharesOutstanding_3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_SharesOutstanding_3_lbl" xml:lang="en-US">Shares, Outstanding</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsOfStockIssuanceCosts" xlink:to="us-gaap_PaymentsOfStockIssuanceCosts_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PaymentsOfStockIssuanceCosts_2_lbl" xml:lang="en-US">Payments of Stock Issuance Costs</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_StockIssuedForServices" xlink:to="duot_StockIssuedForServices_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_StockIssuedForServices_2_lbl" xml:lang="en-US">StockIssuedForServices</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="duot_PppLoanForgivenessIncludingAccruedInterest" xlink:to="duot_PppLoanForgivenessIncludingAccruedInterest_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_PppLoanForgivenessIncludingAccruedInterest_2_lbl" xml:lang="en-US">PppLoanForgivenessIncludingAccruedInterest</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInReceivables" xlink:to="us-gaap_IncreaseDecreaseInReceivables_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInReceivables_2_lbl" xml:lang="en-US">Increase (Decrease) in Receivables</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInContractWithCustomerAsset" xlink:to="us-gaap_IncreaseDecreaseInContractWithCustomerAsset_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerAsset_2_lbl" xml:lang="en-US">Increase (Decrease) in Contract with Customer, Asset</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInInventories" xlink:to="us-gaap_IncreaseDecreaseInInventories_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInInventories_2_lbl" xml:lang="en-US">Increase (Decrease) in Inventories</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInPrepaidExpense" xlink:to="us-gaap_IncreaseDecreaseInPrepaidExpense_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInPrepaidExpense_2_lbl" xml:lang="en-US">Increase (Decrease) in Prepaid Expense</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInAccountsPayableTrade" xlink:to="us-gaap_IncreaseDecreaseInAccountsPayableTrade_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInAccountsPayableTrade_2_lbl" xml:lang="en-US">Increase (Decrease) in Accounts Payable, Trade</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInAccruedLiabilities" xlink:to="us-gaap_IncreaseDecreaseInAccruedLiabilities_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInAccruedLiabilities_2_lbl" xml:lang="en-US">Increase (Decrease) in Accrued Liabilities</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncreaseDecreaseInContractWithCustomerLiability" xlink:to="us-gaap_IncreaseDecreaseInContractWithCustomerLiability_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_IncreaseDecreaseInContractWithCustomerLiability_2_lbl" xml:lang="en-US">Increase (Decrease) in Contract with Customer, Liability</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireIntangibleAssets" xlink:to="us-gaap_PaymentsToAcquireIntangibleAssets_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PaymentsToAcquireIntangibleAssets_2_lbl" xml:lang="en-US">Payments to Acquire Intangible Assets</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToDevelopSoftware" xlink:to="us-gaap_PaymentsToDevelopSoftware_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PaymentsToDevelopSoftware_2_lbl" xml:lang="en-US">Payments to Develop Software</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:to="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_2_lbl" xml:lang="en-US">Payments to Acquire Property, Plant, and Equipment</link:label>
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivities_2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_2_lbl" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="duot_RepaymentsOfInsuranceAndEquipmentFinancing_2_lbl" xml:lang="en-US">RepaymentsOfInsuranceAndEquipmentFinancing</link:label>
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<DOCUMENT>
<TYPE>EX-101.PRE
<SEQUENCE>10
<FILENAME>duot-20220630_pre.xml
<DESCRIPTION>XBRL PRESENTATION FILE
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697461622848">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>Cover - shares<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Aug. 09, 2022</div></th>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_dei_CoverAbstract', window );"><strong>Cover [Abstract]</strong></a></td>
<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="top.Show.showAR( this, 'defref_dei_DocumentType', window );">Document Type</a></td>
<td class="text">10-Q<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="top.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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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_dei_DocumentPeriodEndDate', window );">Document Period End Date</a></td>
<td class="text">Jun. 30,  2022<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="top.Show.showAR( this, 'defref_dei_DocumentFiscalPeriodFocus', window );">Document Fiscal Period Focus</a></td>
<td class="text">Q2<span></span>
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<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="top.Show.showAR( this, 'defref_dei_DocumentFiscalYearFocus', window );">Document Fiscal Year Focus</a></td>
<td class="text">2022<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="top.Show.showAR( this, 'defref_dei_CurrentFiscalYearEndDate', window );">Current Fiscal Year End Date</a></td>
<td class="text">--12-31<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="top.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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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_dei_EntityCentralIndexKey', window );">Entity Central Index Key</a></td>
<td class="text">0001396536<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">65-0493217<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="top.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">7660 Centurion Parkway<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="top.Show.showAR( this, 'defref_dei_EntityAddressAddressLine2', window );">Entity Address, Address Line Two</a></td>
<td class="text">Suite 100<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">Jacksonville<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">FL<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">32256<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">(904)<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">Common Stock, par value $0.001<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">DUOT<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">NASDAQ<span></span>
</td>
<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="top.Show.showAR( this, 'defref_dei_EntityCurrentReportingStatus', window );">Entity Current Reporting Status</a></td>
<td class="text">Yes<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="top.Show.showAR( this, 'defref_dei_EntityInteractiveDataCurrent', window );">Entity Interactive Data Current</a></td>
<td class="text">Yes<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">Non-accelerated Filer<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">true<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">false<span></span>
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<td class="text">&#160;<span></span>
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<td class="text">false<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="nump">6,105,885<span></span>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
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<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_AmendmentFlag</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Area code of city</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CityAreaCode</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_dei_CoverAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Cover page.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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: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_dei_CurrentFiscalYearEndDate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CurrentFiscalYearEndDate</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:gMonthDayItemType</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_DocumentFiscalPeriodFocus">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_DocumentFiscalPeriodFocus</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:fiscalPeriodItemType</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_DocumentFiscalYearFocus">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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:gYearItemType</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_DocumentPeriodEndDate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Address Line 2 such as Street or Suite number</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Name of the City or Town</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Code for the postal or zip code</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Name of the state or province.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Indicate if registrant meets the emerging growth company criteria.</p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Local phone number for entity.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Title of a 12(b) registered security.</p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</html>
</TEXT>
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<TYPE>XML
<SEQUENCE>12
<FILENAME>R2.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
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<head>
<title></title>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462517616">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>CONSOLIDATED BALANCE SHEETS (Unaudited) - USD ($)<br></strong></div></th>
<th class="th"><div>Jun. 30, 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="top.Show.showAR( this, 'defref_us-gaap_AssetsCurrentAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_Cash', window );">Cash</a></td>
<td class="nump">$ 6,268,429<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="top.Show.showAR( this, 'defref_us-gaap_AccountsReceivableNetCurrent', window );">Accounts receivable, net</a></td>
<td class="nump">321,260<span></span>
</td>
<td class="nump">1,738,543<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ContractWithCustomerAssetNetCurrent', window );">Contract assets</a></td>
<td class="nump">702,372<span></span>
</td>
<td class="nump">3,449<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_InventoryNet', window );">Inventory</a></td>
<td class="nump">780,218<span></span>
</td>
<td class="nump">298,338<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PrepaidExpenseAndOtherAssetsCurrent', window );">Prepaid expenses and other current assets</a></td>
<td class="nump">718,294<span></span>
</td>
<td class="nump">354,613<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AssetsCurrent', window );">Total Current Assets</a></td>
<td class="nump">8,790,573<span></span>
</td>
<td class="nump">3,288,663<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PropertyPlantAndEquipmentNet', window );">Property and equipment, net</a></td>
<td class="nump">601,824<span></span>
</td>
<td class="nump">603,253<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseRightOfUseAsset', window );">Operating lease right of use asset</a></td>
<td class="nump">4,767,219<span></span>
</td>
<td class="nump">4,925,765<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SecurityDeposit', window );">Security deposit</a></td>
<td class="nump">740,793<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="top.Show.showAR( this, 'defref_us-gaap_AssetsNoncurrentAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_IntangibleAssetsNetExcludingGoodwill', window );">Patents and trademarks, net</a></td>
<td class="nump">76,911<span></span>
</td>
<td class="nump">66,482<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers', window );">Software development costs, net</a></td>
<td class="nump">14,583<span></span>
</td>
<td class="text"> <span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OtherAssets', window );">Total Other Assets</a></td>
<td class="nump">91,494<span></span>
</td>
<td class="nump">66,482<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_Assets', window );">TOTAL ASSETS</a></td>
<td class="nump">14,991,903<span></span>
</td>
<td class="nump">9,484,163<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LiabilitiesCurrentAbstract', window );"><strong>CURRENT 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="top.Show.showAR( this, 'defref_us-gaap_AccountsPayableCurrent', window );">Accounts payable</a></td>
<td class="nump">1,306,992<span></span>
</td>
<td class="nump">1,044,500<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes payable - financing agreements</a></td>
<td class="nump">166,686<span></span>
</td>
<td class="nump">52,503<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AccruedLiabilitiesCurrent', window );">Accrued expenses</a></td>
<td class="nump">515,477<span></span>
</td>
<td class="nump">618,093<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityCurrent', window );">Equipment financing payable-current portion</a></td>
<td class="nump">54,373<span></span>
</td>
<td class="nump">80,335<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiabilityCurrent', window );">Operating lease obligations-current portion</a></td>
<td class="nump">510,028<span></span>
</td>
<td class="nump">315,302<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ContractWithCustomerLiabilityCurrent', window );">Contract liabilities</a></td>
<td class="nump">5,015,450<span></span>
</td>
<td class="nump">1,829,311<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LiabilitiesCurrent', window );">Total Current Liabilities</a></td>
<td class="nump">7,569,006<span></span>
</td>
<td class="nump">3,940,044<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityNoncurrent', window );">Equipment financing payable, less current portion</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">22,851<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiabilityNoncurrent', window );">Operating lease obligations, less current portion</a></td>
<td class="nump">4,591,541<span></span>
</td>
<td class="nump">4,739,783<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_Liabilities', window );">Total Liabilities</a></td>
<td class="nump">12,160,547<span></span>
</td>
<td class="nump">8,702,678<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_CommonStockValue', window );">Common stock:&#160;&#160;$0.001 par value; 500,000,000 shares authorized, 6,107,209 and 4,111,047 shares issued, 6,105,885 and 4,109,723 shares outstanding at June 30, 2022 and December 31, 2021, respectively</a></td>
<td class="nump">6,107<span></span>
</td>
<td class="nump">4,111<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AdditionalPaidInCapitalCommonStock', window );">Additional paid-in-capital</a></td>
<td class="nump">51,616,040<span></span>
</td>
<td class="nump">43,080,877<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AdditionalPaidInCapital', window );">Total stock &amp; paid-in-capital</a></td>
<td class="nump">52,473,147<span></span>
</td>
<td class="nump">46,435,988<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RetainedEarningsAccumulatedDeficit', window );">Accumulated deficit</a></td>
<td class="num">(49,484,339)<span></span>
</td>
<td class="num">(45,497,051)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_TotalPaidInCapitalAndRetainedEarningsDeficit', window );">Sub-total</a></td>
<td class="nump">2,988,808<span></span>
</td>
<td class="nump">938,937<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_TreasuryStockCommonValue', window );">Less:&#160;&#160;Treasury stock (1,324 shares of common stock at June 30, 2022 and December 31, 2021)</a></td>
<td class="num">(157,452)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Total Stockholders' Equity</a></td>
<td class="nump">2,831,356<span></span>
</td>
<td class="nump">781,485<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LiabilitiesAndStockholdersEquity', window );">Total Liabilities and Stockholders' Equity</a></td>
<td class="nump">14,991,903<span></span>
</td>
<td class="nump">9,484,163<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred Stock, Value, Issued</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="top.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="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred Stock, Value, Issued</a></td>
<td class="nump">851,000<span></span>
</td>
<td class="nump">851,000<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquityAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockValue', window );">Preferred Stock, Value, Issued</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 2,500,000<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_TotalPaidInCapitalAndRetainedEarningsDeficit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 310<br> -SubTopic 10<br> -Section 45<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=124259787&amp;loc=d3e4428-111522<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 310<br> -SubTopic 10<br> -Section 45<br> -Paragraph 9<br> -URI https://asc.fasb.org/extlink&amp;oid=124259787&amp;loc=d3e4531-111522<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(1))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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_AdditionalPaidInCapitalCommonStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Value received from shareholders in common stock-related transactions that are in excess of par value or stated value and amounts received from other stock-related transactions. Includes only common stock transactions (excludes preferred stock transactions). May be called contributed capital, capital in excess of par, capital surplus, or paid-in capital.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(1))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AdditionalPaidInCapitalCommonStock</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_Assets">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(11))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(A))<br> -URI 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=124098289&amp;loc=d3e6676-107765<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124433192&amp;loc=SL2890621-112765<br><br>Reference 4: 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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:stringItemType</td>
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<tr>
<td><strong> Balance Type:</strong></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_AssetsNoncurrentAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AssetsNoncurrentAbstract</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_CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomers">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(10))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 985<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=6501960&amp;loc=d3e128462-111756<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(10))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 946<br> -SubTopic 210<br> -Section 45<br> -Paragraph 20<br> -URI https://asc.fasb.org/extlink&amp;oid=118262064&amp;loc=SL116631418-115840<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 946<br> -SubTopic 210<br> -Section 45<br> -Paragraph 21<br> -URI https://asc.fasb.org/extlink&amp;oid=118262064&amp;loc=SL116631419-115840<br><br>Reference 4: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(1))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CommonStockValue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130531-203044<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130533-203044<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130549-203045<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130531-203044<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130532-203044<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130549-203045<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityNoncurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from finance lease, classified as noncurrent.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityNoncurrent</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 350<br> -SubTopic 30<br> -Section 50<br> -Paragraph 2<br> -Subparagraph ((a)(1),(b))<br> -URI https://asc.fasb.org/extlink&amp;oid=66006027&amp;loc=d3e16323-109275<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 350<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6388964&amp;loc=d3e16212-109274<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(6))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=124098289&amp;loc=d3e6676-107765<br><br>Reference 3: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.19-26)<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124433192&amp;loc=SL2890621-112765<br><br>Reference 3: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (d)<br> -URI 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 323<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=114001798&amp;loc=d3e33918-111571<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(23))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(25))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(32))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 7: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=123596393&amp;loc=d3e14064-108612<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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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<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_LiabilitiesCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124433192&amp;loc=SL2890621-112765<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(A))<br> -URI 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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>
<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_OperatingLeaseLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of assets classified as other.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(10))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(10))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(17))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OtherNotesPayableCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(9))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 360<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6391035&amp;loc=d3e2868-110229<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(8))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 360<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=124429447&amp;loc=SL124453093-239630<br><br>Reference 4: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The cumulative amount of the reporting entity's undistributed earnings or deficit.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(3))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(23)(a)(4))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 40<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (h)(2)<br> -URI https://asc.fasb.org/extlink&amp;oid=124501264&amp;loc=SL117420844-207641<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 40<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (g)(2)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=124501264&amp;loc=SL117420844-207641<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(17))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Total of all stockholders' equity (deficit) items, net of receivables from officers, directors, owners, and affiliates of the entity which are attributable to the parent. The amount of the economic entity's stockholders' equity attributable to the parent excludes the amount of stockholders' equity which is allocable to that ownership interest in subsidiary equity which is not attributable to the parent (noncontrolling interest, minority interest). This excludes temporary equity and is sometimes called permanent equity.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 310<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SAB Topic 4.E)<br> -URI https://asc.fasb.org/extlink&amp;oid=122038336&amp;loc=d3e74512-122707<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(31))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 7: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=123596393&amp;loc=d3e14064-108612<br><br>Reference 8: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 323<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=114001798&amp;loc=d3e33918-111571<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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>
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6405813&amp;loc=d3e23239-112655<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=6405834&amp;loc=d3e23315-112656<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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_StatementClassOfStockAxis=duot_ConvertibleSeriesAPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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</table></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462699312">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>CONSOLIDATED BALANCE SHEETS (Unaudited) (Parenthetical) - $ / shares<br></strong></div></th>
<th class="th"><div>Jun. 30, 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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred Stock, Par or Stated Value Per Share</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="top.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="top.Show.showAR( this, 'defref_duot_PreferredStockSharesAvailableToBeDesignated', window );">Preferred Stock, Shares Designated</a></td>
<td class="nump">9,480,000<span></span>
</td>
<td class="nump">9,480,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CommonStockParOrStatedValuePerShare', window );">Common Stock, Par or Stated Value Per Share</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="top.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="top.Show.showAR( this, 'defref_us-gaap_CommonStockSharesIssued', window );">Common Stock, Shares, Issued</a></td>
<td class="nump">6,107,209<span></span>
</td>
<td class="nump">4,111,047<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CommonStockSharesOutstanding', window );">Common Stock, Shares, Outstanding</a></td>
<td class="nump">6,105,885<span></span>
</td>
<td class="nump">4,109,723<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_TreasuryStockCommonShares', window );">Treasury Stock, Common, 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="top.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="top.Show.showAR( this, 'defref_us-gaap_TemporaryEquityParOrStatedValuePerShare', window );">Temporary Equity, Par or Stated Value Per Share</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="top.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="top.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="top.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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred Stock, Par or Stated Value Per Share</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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred Stock, Shares Issued</a></td>
<td class="nump">851<span></span>
</td>
<td class="nump">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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred Stock, Shares Outstanding</a></td>
<td class="nump">851<span></span>
</td>
<td class="nump">851<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockParOrStatedValuePerShare', window );">Preferred Stock, Par or Stated Value Per Share</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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesIssued', window );">Preferred Stock, Shares Issued</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">2,500<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesOutstanding', window );">Preferred Stock, Shares Outstanding</a></td>
<td class="nump">0<span></span>
</td>
<td class="nump">2,500<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21463-112644<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21488-112644<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21475-112644<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21564-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 480<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=122040564&amp;loc=d3e177068-122764<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (27)<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(27)(b))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TreasuryStockCommonShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 30<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6405813&amp;loc=d3e23239-112655<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_ConvertibleSeriesCPreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>14
<FILENAME>R4.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="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;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697463184544">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>CONSOLIDATED STATEMENTS OF OPERATIONS (Unaudited) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RevenuesAbstract', window );"><strong>REVENUES:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">$ 3,617,142<span></span>
</td>
<td class="nump">$ 648,668<span></span>
</td>
<td class="nump">$ 5,056,458<span></span>
</td>
<td class="nump">$ 2,803,422<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">2,334,528<span></span>
</td>
<td class="nump">918,427<span></span>
</td>
<td class="nump">3,551,778<span></span>
</td>
<td class="nump">2,570,209<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GrossProfit', window );">GROSS MARGIN</a></td>
<td class="nump">1,282,614<span></span>
</td>
<td class="num">(269,759)<span></span>
</td>
<td class="nump">1,504,680<span></span>
</td>
<td class="nump">233,213<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingExpensesAbstract', window );"><strong>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 custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_SalesMarketingExpense', window );">Sales and marketing</a></td>
<td class="nump">375,986<span></span>
</td>
<td class="nump">351,251<span></span>
</td>
<td class="nump">659,880<span></span>
</td>
<td class="nump">663,053<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ResearchAndDevelopmentExpense', window );">Research and development</a></td>
<td class="nump">530,339<span></span>
</td>
<td class="nump">468,561<span></span>
</td>
<td class="nump">967,056<span></span>
</td>
<td class="nump">876,656<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GeneralAndAdministrativeExpense', window );">General and Administration</a></td>
<td class="nump">1,770,764<span></span>
</td>
<td class="nump">1,858,896<span></span>
</td>
<td class="nump">3,913,837<span></span>
</td>
<td class="nump">3,464,272<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingCostsAndExpenses', window );">Total Operating Expenses</a></td>
<td class="nump">2,677,089<span></span>
</td>
<td class="nump">2,678,708<span></span>
</td>
<td class="nump">5,540,773<span></span>
</td>
<td class="nump">5,003,981<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingIncomeLoss', window );">LOSS FROM OPERATIONS</a></td>
<td class="num">(1,394,475)<span></span>
</td>
<td class="num">(2,948,468)<span></span>
</td>
<td class="num">(4,036,093)<span></span>
</td>
<td class="num">(4,770,768)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OtherIncomeAndExpensesAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_InterestExpense', window );">Interest expense</a></td>
<td class="num">(2,706)<span></span>
</td>
<td class="num">(5,541)<span></span>
</td>
<td class="num">(5,886)<span></span>
</td>
<td class="num">(11,761)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OtherNonoperatingIncomeExpense', window );">Other income, net</a></td>
<td class="nump">54,509<span></span>
</td>
<td class="nump">1,129<span></span>
</td>
<td class="nump">54,691<span></span>
</td>
<td class="nump">1,423,626<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NonoperatingIncomeExpense', window );">Total Other Income (Expenses)</a></td>
<td class="nump">51,803<span></span>
</td>
<td class="num">(4,412)<span></span>
</td>
<td class="nump">48,805<span></span>
</td>
<td class="nump">1,411,865<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetIncomeLoss', window );">NET LOSS</a></td>
<td class="num">$ (1,342,672)<span></span>
</td>
<td class="num">$ (2,952,880)<span></span>
</td>
<td class="num">$ (3,987,288)<span></span>
</td>
<td class="num">$ (3,358,903)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_EarningsPerShareBasic', window );">Basic Net Loss Per Share</a></td>
<td class="num">$ (0.22)<span></span>
</td>
<td class="num">$ (0.83)<span></span>
</td>
<td class="num">$ (0.70)<span></span>
</td>
<td class="num">$ (0.95)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_EarningsPerShareDiluted', window );">Diluted Net Loss Per Share</a></td>
<td class="num">$ (0.22)<span></span>
</td>
<td class="num">$ (0.83)<span></span>
</td>
<td class="num">$ (0.70)<span></span>
</td>
<td class="num">$ (0.95)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic', window );">Weighted Average Shares - Basic</a></td>
<td class="nump">6,096,541<span></span>
</td>
<td class="nump">3,553,718<span></span>
</td>
<td class="nump">5,727,133<span></span>
</td>
<td class="nump">3,544,579<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding', window );">Weighted Average Shares - Diluted</a></td>
<td class="nump">6,096,541<span></span>
</td>
<td class="nump">3,553,718<span></span>
</td>
<td class="nump">5,727,133<span></span>
</td>
<td class="nump">3,544,579<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">$ 2,780,045<span></span>
</td>
<td class="nump">$ 100,401<span></span>
</td>
<td class="nump">$ 3,563,314<span></span>
</td>
<td class="nump">$ 1,590,699<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">1,974,302<span></span>
</td>
<td class="nump">506,128<span></span>
</td>
<td class="nump">2,839,790<span></span>
</td>
<td class="nump">1,799,738<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">837,097<span></span>
</td>
<td class="nump">548,267<span></span>
</td>
<td class="nump">1,493,144<span></span>
</td>
<td class="nump">1,212,723<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfGoodsAndServicesSoldAbstract', window );"><strong>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="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">$ 360,226<span></span>
</td>
<td class="nump">$ 412,299<span></span>
</td>
<td class="nump">$ 711,988<span></span>
</td>
<td class="nump">$ 770,471<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_SalesMarketingExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_SalesMarketingExpense</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_CostOfGoodsAndServicesSoldAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</table>
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The aggregate cost of goods produced and sold and services rendered during the reporting period.</p></div>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_EarningsPerShareBasic">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 815<br> -SubTopic 40<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (e)(4)<br> -URI https://asc.fasb.org/extlink&amp;oid=126732423&amp;loc=SL123482106-238011<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22583-107794<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22694-107794<br><br>Reference 4: 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https://asc.fasb.org/extlink&amp;oid=120399700&amp;loc=SL114874048-224260<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 55<br> -Paragraph 52<br> -URI https://asc.fasb.org/extlink&amp;oid=128363288&amp;loc=d3e4984-109258<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 7<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22644-107794<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 55<br> -Paragraph 15<br> -URI https://asc.fasb.org/extlink&amp;oid=128363288&amp;loc=d3e3842-109258<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 45<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126958026&amp;loc=d3e1252-109256<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22694-107794<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22595-107794<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22583-107794<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 45<br> -Paragraph 60B<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=126958026&amp;loc=SL5780133-109256<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 815<br> -SubTopic 40<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=126732423&amp;loc=SL123482106-238011<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 220<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04(27))<br> -URI https://asc.fasb.org/extlink&amp;oid=120399700&amp;loc=SL114874048-224260<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124432515&amp;loc=d3e3550-109257<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 220<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-04(23))<br> -URI https://asc.fasb.org/extlink&amp;oid=120400993&amp;loc=SL114874131-224263<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 11<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124431687&amp;loc=d3e22694-107794<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 45<br> -Paragraph 7<br> -URI https://asc.fasb.org/extlink&amp;oid=126958026&amp;loc=d3e1337-109256<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 815<br> -SubTopic 40<br> -Section 65<br> -Paragraph 1<br> -Subparagraph (e)(4)<br> -URI https://asc.fasb.org/extlink&amp;oid=126732423&amp;loc=SL123482106-238011<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03(25))<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_GeneralAndAdministrativeExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.4)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 31<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8924-108599<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8906-108599<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br><br>Reference 4: 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Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(A))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(B))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 9: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(i))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(i))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iii)(A))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=123596393&amp;loc=d3e14064-108612<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iv))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 17: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 18: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.1,2)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br><br>Reference 19: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 835<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=6450988&amp;loc=d3e26243-108391<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 835<br> -SubTopic 30<br> -Section 45<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=124435984&amp;loc=d3e28555-108399<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (210.5-03(11))<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 220<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04.9)<br> -URI https://asc.fasb.org/extlink&amp;oid=120399700&amp;loc=SL114874048-224260<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 220<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-04(22))<br> -URI https://asc.fasb.org/extlink&amp;oid=120399700&amp;loc=SL114874048-224260<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 250<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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>
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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_NonoperatingIncomeExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.7)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NonoperatingIncomeExpense</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</table>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingCostsAndExpenses</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>duration</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingExpensesAbstract</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:stringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</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_OperatingIncomeLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 31<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8924-108599<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8906-108599<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</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_OtherIncomeAndExpensesAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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_OtherNonoperatingIncomeExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.9)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OtherNonoperatingIncomeExpense</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>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 912<br> -SubTopic 730<br> -Section 25<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6472174&amp;loc=d3e58812-109433<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 985<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6501960&amp;loc=d3e128462-111756<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 730<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6420194&amp;loc=d3e21568-108373<br></p></div>
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ 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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<tr>
<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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<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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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<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>
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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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<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124432515&amp;loc=d3e3550-109257<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 45<br> -Paragraph 16<br> -URI https://asc.fasb.org/extlink&amp;oid=126958026&amp;loc=d3e1505-109256<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:sharesItemType</td>
</tr>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td>duration</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_WeightedAverageNumberOfSharesOutstandingBasic">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=124432515&amp;loc=d3e3550-109257<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 45<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=126958026&amp;loc=d3e1448-109256<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<td>na</td>
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<td><strong> Balance Type:</strong></td>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697460154624">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>STATEMENTS OF CHANGES IN STOCKHOLDER'S EQUITY (Unaudited) - USD ($)<br></strong></div></th>
<th class="th"><div>Preferred Stock B [Member]</div></th>
<th class="th"><div>Preferred Stock C [Member]</div></th>
<th class="th"><div>Common Stock [Member]</div></th>
<th class="th"><div>Additional Paid-in Capital [Member]</div></th>
<th class="th"><div>Retained Earnings [Member]</div></th>
<th class="th"><div>Treasury Stock [Member]</div></th>
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</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 3,536<span></span>
</td>
<td class="nump">$ 39,820,874<span></span>
</td>
<td class="num">$ (39,488,150)<span></span>
</td>
<td class="num">$ (157,452)<span></span>
</td>
<td class="nump">$ 1,883,808<span></span>
</td>
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<tr class="rc">
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<td class="nump">1,705<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">3,535,339<span></span>
</td>
<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
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<td class="text">&#160;<span></span>
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</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_SeriesCPreferredConvertedToCommonStock', window );">Series C preferred stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 4,500,000<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">4,500,000<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="top.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="nump">4,500<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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised', 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="nump">76,301<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">76,301<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ProfitLoss', 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="num">(406,023)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(406,023)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Mar. 31, 2021</a></td>
<td class="nump">$ 1,705,000<span></span>
</td>
<td class="nump">$ 4,500,000<span></span>
</td>
<td class="nump">$ 3,536<span></span>
</td>
<td class="nump">39,897,175<span></span>
</td>
<td class="num">(39,894,173)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">6,054,086<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, Shares at Mar. 31, 2021</a></td>
<td class="nump">1,705<span></span>
</td>
<td class="nump">4,500<span></span>
</td>
<td class="nump">3,535,339<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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised', 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="nump">76,862<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">76,862<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="top.Show.showAR( this, 'defref_duot_CommonStockIssuedForCashlessWarrantsExercised', window );">Common stock issued for cash less warrants exercised</a></td>
<td class="text"> <span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 50<span></span>
</td>
<td class="num">(50)<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="top.Show.showAR( this, 'defref_duot_CommonStockIssuedForCashLessWarrantsExercisedShares', window );">Common stock issued for cash less warrants exercised, shares</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">50,588<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.Show.showAR( this, 'defref_us-gaap_ProfitLoss', 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="num">(2,952,880)<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="num">(2,952,880)<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Jun. 30, 2021</a></td>
<td class="nump">$ 1,705,000<span></span>
</td>
<td class="nump">$ 4,500,000<span></span>
</td>
<td class="nump">$ 3,586<span></span>
</td>
<td class="nump">39,973,987<span></span>
</td>
<td class="num">(42,847,053)<span></span>
</td>
<td class="num">(157,452)<span></span>
</td>
<td class="nump">3,178,068<span></span>
</td>
</tr>
<tr class="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SharesOutstanding', window );">Ending balance, Shares at Jun. 30, 2021</a></td>
<td class="nump">1,705<span></span>
</td>
<td class="nump">4,500<span></span>
</td>
<td class="nump">3,585,927<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="rc">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Beginning balance, value at Dec. 31, 2021</a></td>
<td class="nump">$ 851,000<span></span>
</td>
<td class="nump">$ 2,500,000<span></span>
</td>
<td class="nump">$ 4,111<span></span>
</td>
<td class="nump">43,080,877<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="top.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="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 custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_SeriesCPreferredConvertedToCommonStock', window );">Series C preferred stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="num">$ (2,500,000)<span></span>
</td>
<td class="nump">$ 455<span></span>
</td>
<td class="nump">2,499,545<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="top.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="num">(2,500)<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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised', 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="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="top.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="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="top.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="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" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PaymentsOfStockIssuanceCosts', 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="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="top.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="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="top.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="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="top.Show.showAR( this, 'defref_us-gaap_ProfitLoss', 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="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="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Mar. 31, 2022</a></td>
<td class="nump">$ 851,000<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 6,097<span></span>
</td>
<td class="nump">51,387,818<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="top.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="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="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueStockOptionsExercised', 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="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="top.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="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="top.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="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="top.Show.showAR( this, 'defref_us-gaap_ProfitLoss', 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="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="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquity', window );">Ending balance, value at Jun. 30, 2022</a></td>
<td class="nump">$ 851,000<span></span>
</td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 6,106<span></span>
</td>
<td class="nump">$ 51,616,040<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="top.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="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>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_CommonStockIssuedForCashLessWarrantsExercisedShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CommonStockIssuedForCashLessWarrantsExercisedShares</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_CommonStockIssuedForCashlessWarrantsExercised">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CommonStockIssuedForCashlessWarrantsExercised</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_SeriesCPreferredConvertedToCommonStock">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_SeriesCPreferredConvertedToCommonStock</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_SeriesCPreferredConvertedToCommonStockShares">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_us-gaap_PaymentsOfStockIssuanceCosts">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The cash outflow for cost incurred directly with the issuance of an equity security.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 15<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3291-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PaymentsOfStockIssuanceCosts</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_ProfitLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1A<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126968391&amp;loc=SL7669619-108580<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 810<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1A<br> -Subparagraph (a)(1)<br> -URI 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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_StockIssuedDuringPeriodValueStockOptionsExercised">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Value of stock issued as a result of the exercise of stock options.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21463-112644<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02.29-31)<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_StockIssuedDuringPeriodValueStockOptionsExercised</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Total of all stockholders' equity (deficit) items, net of receivables from officers, directors, owners, and affiliates of the entity which are attributable to the parent. The amount of the economic entity's stockholders' equity attributable to the parent excludes the amount of stockholders' equity which is allocable to that ownership interest in subsidiary equity which is not attributable to the parent (noncontrolling interest, minority interest). This excludes temporary equity and is sometimes called permanent equity.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 310<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SAB Topic 4.E)<br> -URI https://asc.fasb.org/extlink&amp;oid=122038336&amp;loc=d3e74512-122707<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(31))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 6: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 7: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=123596393&amp;loc=d3e14064-108612<br><br>Reference 8: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 323<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=114001798&amp;loc=d3e33918-111571<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462706848">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>CONSOLIDATED STATEMENTS OF CASH FLOWS (Unaudited) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">6 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingCashFlowsDirectMethodAbstract', window );"><strong>Cash from operating activities:</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetIncomeLoss', window );">Net loss</a></td>
<td class="num">$ (3,987,288)<span></span>
</td>
<td class="num">$ (3,358,903)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract', 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="top.Show.showAR( this, 'defref_us-gaap_DepreciationAndAmortization', window );">Depreciation and amortization</a></td>
<td class="nump">145,627<span></span>
</td>
<td class="nump">171,382<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensation', window );">Stock based compensation</a></td>
<td class="nump">438,809<span></span>
</td>
<td class="nump">153,163<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="top.Show.showAR( this, 'defref_duot_StockIssuedForServices', window );">Stock issued for services</a></td>
<td class="nump">80,000<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="top.Show.showAR( this, 'defref_duot_PppLoanForgivenessIncludingAccruedInterest', window );">PPP loan forgiveness including accrued interest</a></td>
<td class="text"> <span></span>
</td>
<td class="num">(1,421,577)<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="top.Show.showAR( this, 'defref_duot_AmortizationOfOperatingLeaseRightOfUseAsset', window );">Amortization of operating lease right of use asset</a></td>
<td class="nump">158,547<span></span>
</td>
<td class="nump">106,676<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInReceivables', window );">Accounts receivable</a></td>
<td class="nump">1,458,592<span></span>
</td>
<td class="nump">902,871<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInContractWithCustomerAsset', window );">Contract assets</a></td>
<td class="num">(698,923)<span></span>
</td>
<td class="num">(50,331)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInInventories', window );">Inventory</a></td>
<td class="num">(481,880)<span></span>
</td>
<td class="num">(20,166)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInPrepaidExpense', window );">Prepaid expenses and other current assets</a></td>
<td class="num">(218,198)<span></span>
</td>
<td class="nump">118,221<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInAccountsPayableTrade', window );">Accounts payable</a></td>
<td class="nump">268,425<span></span>
</td>
<td class="num">(69,638)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInEmployeeRelatedLiabilities', window );">Payroll taxes payable</a></td>
<td class="text"> <span></span>
</td>
<td class="num">(3,146)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInAccruedLiabilities', window );">Accrued expenses</a></td>
<td class="num">(108,550)<span></span>
</td>
<td class="nump">66,338<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInOperatingLeaseLiability', window );">Operating lease obligation</a></td>
<td class="nump">46,485<span></span>
</td>
<td class="num">(110,843)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncreaseDecreaseInContractWithCustomerLiability', window );">Contract liabilities</a></td>
<td class="nump">3,186,138<span></span>
</td>
<td class="nump">297,050<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInOperatingActivities', window );">Net cash provided (used) in operating activities</a></td>
<td class="nump">287,784<span></span>
</td>
<td class="num">(3,218,903)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_PaymentsToAcquireIntangibleAssets', window );">Purchase of patents/trademarks</a></td>
<td class="num">(13,660)<span></span>
</td>
<td class="num">(7,435)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PaymentsToDevelopSoftware', window );">Purchase of software development</a></td>
<td class="num">(15,000)<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="top.Show.showAR( this, 'defref_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment', window );">Purchase of fixed assets</a></td>
<td class="num">(140,549)<span></span>
</td>
<td class="num">(184,492)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInInvestingActivities', window );">Net cash used in investing activities</a></td>
<td class="num">(169,209)<span></span>
</td>
<td class="num">(191,927)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_duot_RepaymentsOfInsuranceAndEquipmentFinancing', window );">Repayments of insurance and equipment financing</a></td>
<td class="num">(213,404)<span></span>
</td>
<td class="num">(191,798)<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RepaymentsOfLongTermCapitalLeaseObligations', window );">Repayment of finance lease</a></td>
<td class="num">(48,812)<span></span>
</td>
<td class="num">(43,527)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfCommonStock', window );">Proceeds from common stock issued</a></td>
<td class="nump">6,095,000<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="top.Show.showAR( this, 'defref_duot_IssuanceCosts', window );">Issuance cost</a></td>
<td class="num">(576,650)<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="top.Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOrSaleOfEquity', window );">Proceeds from preferred stock issued</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">4,500,000<span></span>
</td>
</tr>
<tr class="reu">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInFinancingActivities', window );">Net cash provided by financing activities</a></td>
<td class="nump">5,256,134<span></span>
</td>
<td class="nump">4,264,675<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect', window );">Net increase in cash</a></td>
<td class="nump">5,374,709<span></span>
</td>
<td class="nump">853,845<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents', window );">Cash, beginning of period</a></td>
<td class="nump">893,720<span></span>
</td>
<td class="nump">3,969,100<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents', window );">Cash, end of period</a></td>
<td class="nump">6,268,429<span></span>
</td>
<td class="nump">4,822,945<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_InterestPaid', window );">Interest paid</a></td>
<td class="nump">5,984<span></span>
</td>
<td class="nump">22,339<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_IncomeTaxesPaidNet', window );">Taxes paid</a></td>
<td class="nump">1,264<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="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_NotesIssued1', window );">Notes issued for financing of insurance premiums</a></td>
<td class="nump">$ 327,586<span></span>
</td>
<td class="nump">$ 303,487<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_AmortizationOfOperatingLeaseRightOfUseAsset">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AmortizationOfOperatingLeaseRightOfUseAsset</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>duot_</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>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PppLoanForgivenessIncludingAccruedInterest">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PppLoanForgivenessIncludingAccruedInterest</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>
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<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3044-108585<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 8<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=SL98516268-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 830<br> -SubTopic 230<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=123444420&amp;loc=d3e33268-110906<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 360<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=6391035&amp;loc=d3e2868-110229<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4297-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInAccruedLiabilities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 912<br> -SubTopic 310<br> -Section 45<br> -Paragraph 11<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126938201&amp;loc=d3e55415-109406<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInEmployeeRelatedLiabilities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in the aggregate amount of obligations related to services received from employees, such as accrued salaries and bonuses, payroll taxes and fringe benefits.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInEmployeeRelatedLiabilities</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInOperatingLeaseLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of increase (decrease) in obligation for operating lease.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918686-209980<br><br>Reference 2: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInReceivables">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The increase (decrease) during the reporting period in the total amount due within one year (or one operating cycle) from all parties, associated with underlying transactions that are classified as operating activities.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_IncreaseDecreaseInReceivables</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_InterestPaid">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of cash paid for interest, including, but not limited to, capitalized interest and payment to settle zero-coupon bond attributable to 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; classified as operating and investing activities.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4297-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_InterestPaid</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_NetCashProvidedByUsedInFinancingActivities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInFinancingActivities</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_NetCashProvidedByUsedInFinancingActivitiesAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInFinancingActivitiesAbstract</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_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInFinancingActivitiesContinuingOperationsAbstract</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_NetCashProvidedByUsedInInvestingActivities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInInvestingActivities</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_NetCashProvidedByUsedInInvestingActivitiesAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInInvestingActivitiesAbstract</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_NetCashProvidedByUsedInOperatingActivities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 25<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3536-108585<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInOperatingActivities</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>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_NetIncomeLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ 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>
</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_NoncashInvestingAndFinancingItemsAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NoncashInvestingAndFinancingItemsAbstract</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_NotesIssued1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4313-108586<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4332-108586<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4304-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NotesIssued1</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_OperatingCashFlowsDirectMethodAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingCashFlowsDirectMethodAbstract</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_PaymentsToAcquireIntangibleAssets">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 13<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3213-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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_PaymentsToAcquirePropertyPlantAndEquipment">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 13<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3213-108585<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697464098880">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS, BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
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<tr><th class="th"><div>Jun. 30, 2022</div></th></tr>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AccountingPoliciesAbstract', window );"><strong>Accounting Policies [Abstract]</strong></a></td>
<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="top.Show.showAR( this, 'defref_us-gaap_BusinessDescriptionAndAccountingPoliciesTextBlock', window );">NATURE OF OPERATIONS, BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES</a></td>
<td class="text"><p id="xdx_805_eus-gaap--BusinessDescriptionAndAccountingPoliciesTextBlock_z95kSMV95SLi" style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><b>NOTE 1 &#8211; <span id="xdx_824_zWQbzfmRqxfc">NATURE OF OPERATIONS, BASIS
OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES</span></b></p>

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

<p id="xdx_84F_eus-gaap--NatureOfOperations_zrWl8ckTG9O5" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_869_ze7wZyUdwSt1">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. and TrueVue360, Inc. (collectively the &#8220;Company&#8221;), develops and
deploys vision based analytical technology solutions that will help to transform precision railroading, logistics and inter-modal transportation
operations. Additionally, these unique patented solutions can be employed into many other industries.</p>

<p style="font: 10pt Times New 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 developed the Railcar Inspection Portal
(RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated
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 an extremely high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence (&#8220;AI&#8221;) algorithms to identify
specific defects and/or areas of interest on each railcar. This is all accomplished within minutes of a railcar passing through our portal.
This solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.
Government agencies can conduct digital inspections combined with the incorporated AI to improve rail traffic flow across borders which
also directly benefits the Class 1 railroads through increasing their velocity.</p>

<p style="font: 10pt Times New 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 and reduces/removes personnel from gatehouses 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 the vehicle throughput on each lane on which the technology is deployed.</p>

<p style="font: 10pt Times New 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&#174; and Praesidium&#8482;.
All solutions provided include a variant of both applications. Centraco is designed primarily as the user interface to 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 (AI) 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. The Company also offers
technical support services for the above products.</p>

<p style="font: 10pt Times New 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 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
had 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">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 OPEX 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">&#160;</p>










<p id="xdx_849_eus-gaap--BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_zwWfxVk8dOch" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_862_zcSNIfPtliLb">Basis of Presentation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc"><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 six months ended
June 30, 2022 are not necessarily indicative of the results that may be expected for the year ending December 31, 2022 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, 2021 filed with the Securities and Exchange Commission (the &#8220;SEC&#8221;) on March 31, 2022.</p>

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

<p id="xdx_844_eus-gaap--Reclassifications_zgfn1igvi6f6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86E_zR99gNdJwfi3">Reclassifications</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 reclassified certain expenses for the
three months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.</p>

<p style="font: 10pt Times New 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 tables reflect the reclassification
adjustment effect in the three months ended June 30, 2021:</p>

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

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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 21%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 19%; text-align: right">&#160;</td>
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    <td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">100,401</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <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>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</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>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td style="padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_983_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing">351,251</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development">79,131</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">980,834</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_98D_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">1,858,896</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">1,411,216</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
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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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.</p>

<p style="font: 10pt Times New 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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)">
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</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>
    <td>&#160;</td>
    <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>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 21%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">1,590,699</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_98A_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">1,590,699</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98C_eus-gaap--Revenues_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">1,212,723</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#8212;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td>
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    <td style="border-bottom: black 1pt solid">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="border-bottom: Black 2.5pt double">$</td>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
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<p id="xdx_8AC_z9WPEtkJkQG7" 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: justify"><b/></p>

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












<p id="xdx_84E_eus-gaap--ConsolidationPolicyTextBlock_z01EeoQpfcVj" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_868_zlOc254VkUdd">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_841_eus-gaap--UseOfEstimates_zIz2PfR57ig8" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zaK8LZWtes23">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, 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, 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_84C_eus-gaap--ConcentrationRiskCreditRisk_zxpaCbumSLtd" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zqwoiybaseDe">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 June 30, 2022,
the balance in one financial institution exceeded federally insured limits by approximately $<span id="xdx_907_eus-gaap--CashUninsuredAmount_c20211231_pp0p0" title="Cash, Uninsured Amount">5,835,950</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"><b>Significant Customers and Concentration of Credit Risk</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; 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: 10pt Times New 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 the six months ended June 30, 2022, four customers
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In all cases, there is no minimum contract value stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full with 30% 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. Each of the customers referenced
has the following termination provisions:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc">&#160;</p>









<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
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    <td style="width: 3%">&#160;</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
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no refund, of any advance payments, will be due to Customer 4 and after taking appropriate mitigating actions, may submit to the Customer
a claim for termination costs. Such costs will not exceed the unpaid balance of the contract. In the event of a material breach by Duos,
which breach is not cured, or cure has not begun within 10 days of written notice to Duos by Customer 4, Customer 4 may terminate this
Agreement for cause. In the event of termination by Customer 4 for cause, Duos shall reimburse Customer for any costs, losses and damages
suffered or incurred arising from such event of default. Duos has secured a Performance and Payment Bond for specific project work be
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  </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">At June 30, 2022, four customers accounted for <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zMc2hoG8ocIl" title="Concentration of Credit Risk">46</span>%,
<span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zMj7klJUJ9M7" title="Concentration of Credit Risk">20</span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer3Member_zJSXtvefoAMg" title="Concentration of Credit Risk">15</span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer4Member_zEXfMtJJLdv3" title="Concentration of Credit Risk">12</span>% of accounts receivable. At December 31, 2021, two customers accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zEImla0gXDGc" title="Concentration of Credit Risk">81</span>% and <span id="xdx_909_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zctZJ0JM5b8d" title="Concentration of Credit Risk">10</span>%, of accounts receivable. Much of
the credit risk is mitigated since all of the customers listed here are Class 1 railroads or large government funded national railroad.
The Class 1 railroads have a multi-year history of timely payments to us.</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>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 six months ended June 30, 2022, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zTshJuwqYJOf" title="Concentration of Credit Risk">51</span>% of revenue was generated from three customers outside of the United States. For the six months ended June 30, 2021, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zVgaRQsRI86k" title="Concentration of Credit Risk">75</span>% of revenue was generated from three customers outside of the United States. These customers are Canadian and Mexican, and two of the
three are Class 1 railroads operating in the United States.</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"><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">At June 30, 2022, two vendors accounted for <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zxsmqwkcPXsg" title="Concentration of Credit Risk">17</span>% and
<span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorTwoMember_zhgq10JExS1f" title="Concentration of Credit Risk">11</span>% of accounts payable. At December 31, 2021, one vendor accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zYoBUhYmab91" title="Concentration of Credit Risk">14</span>% of accounts payable.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">One supplier accounted for approximately <span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_z8WxCcWfnyq9">12</span>% of
total purchases for the six months ended June 30, 2022. One supplier accounted for approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_zr8JWiBA28Td">21</span>% of total purchases for six
months ended June 30, 2021.</p>

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

<p id="xdx_844_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zP6K68xmQV86" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_z8dQaBXUfS7e">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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%">Level 1:</td>
    <td style="width: 90%">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 2:</td>
    <td>Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 3:</td>
    <td style="text-align: justify">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.</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 expense, 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"><b>&#160;</b><span style="font-size: 4pt">&#160;</span><b>&#160;</b></p>

<p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbfR21QCmHvg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zmy8vg4Qe167">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 0 0 3pc; text-align: justify; text-indent: -3pc">&#160;</p>

<p id="xdx_842_eus-gaap--EarningsPerSharePolicyTextBlock_zi0E3KPccxE8" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_860_zjih5NjDfzxb">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
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. At
June 30, 2022, there was an aggregate of <span id="xdx_903_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630_pdd" title="Number of Warrants Outstanding">1,376,466</span> outstanding warrants to purchase shares of common stock. At June 30, 2022, there were
employee stock options to purchase an aggregate of <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options">986,266</span> shares of common stock. Also, at June 30, 2022, <span id="xdx_909_ecustom--ConvertibleCommonSharesIssuedUponConversion_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" title="Number of Shares upon Conversion">121,571</span> common shares were
issuable upon conversion of Series B convertible preferred stock all of which were excluded from the computation of dilutive 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_847_eus-gaap--TradeAndOtherAccountsReceivablePolicy_z31hcejbOeI2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86D_zoSJocwvMVb5">Accounts Receivable</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">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_84A_eus-gaap--InventoryPolicyTextBlock_zw7kfUYjHalc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_z18lW97mEPt4">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
to be used in the production of our technology systems or in connection with maintenance agreements with customers. 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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p id="xdx_843_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zb1IDcrE1DMd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86A_zeNdUwulvsXf">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="width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">1.</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">Identify the contract with the customer;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">2.</td>
    <td style="text-align: justify">Identify the performance obligations in the contract;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">3.</td>
    <td style="text-align: justify">Determine the transaction price;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">4.</td>
    <td style="text-align: justify">Allocate the transaction price to separate performance obligations; and</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">5.</td>
    <td style="text-align: justify">Recognize revenue when (or as) each performance obligation is satisfied.</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 generates revenues from four sources:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">1.</td>
    <td style="text-align: justify">Technology Systems;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">2.</td>
    <td style="text-align: justify">AI Technology;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">3.</td>
    <td style="text-align: justify">Technical Support; and</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">4.</td>
    <td style="text-align: justify">Consulting Services.</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"><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 technology systems
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 direct 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">&#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. &#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0">&#160;&#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 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;</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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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 cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">(1)</td>
    <td style="text-align: justify">Revenues for professional services, which are of short-term duration, are recognized when services are completed;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(2)</td>
    <td style="text-align: justify">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;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(3)</td>
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    <td>&#160;</td>
    <td>(4)</td>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<p id="xdx_84C_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_za8KmUjJuxxl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110607163"/><b><span id="xdx_862_zcfKNbXrmv25">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 Intelligent 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 obligations 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_849_eus-gaap--SegmentReportingPolicyPolicyTextBlock_zon7yNhDqI96" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span id="xdx_86A_zNpMuQLpzDI2">Segment Information</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 operates in one reportable segment.</p>

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

<p id="xdx_847_eus-gaap--ShareholdersEquityAndShareBasedPaymentsTextBlock_zVuvoA4fGaT" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86A_zZN888uthh0k">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 and non-employee
stock-based compensation in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the grant date measurement
and the recognition of compensation expense for all share-based payment awards made 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"><b>&#160;</b></p>












<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><i>Determining Fair Value Under ASC 718-10</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">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 the number of highly subjective variables.</p>

<p style="font: 10pt Times New 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 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"><b>&#160;</b></p>

<p id="xdx_844_eus-gaap--LesseeLeasesPolicyTextBlock_zfaajmPE0A3a" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_862_z5ZYxaMDZpi9">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 it has 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 administrative expenses in the consolidated statements of operations.</p>

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

<p id="xdx_848_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zscfk11FP221" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_zRBkVHsQ4DFc">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"><span style="background-color: white"/></p>

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

<p style="font: 10pt Times New 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 style="background-color: white">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 will be 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 unaudited consolidated financial statements.</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">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="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for the business description and accounting policies concepts. Business description describes the nature and type of organization including but not limited to organizational structure as may be applicable to holding companies, parent and subsidiary relationships, business divisions, business units, business segments, affiliates and information about significant ownership of the reporting entity. Accounting policies describe all significant accounting policies of the reporting entity.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -URI https://asc.fasb.org/topic&amp;trid=2134479<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -URI https://asc.fasb.org/topic&amp;trid=2122369<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697463914432">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>LIQUIDITY<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 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="top.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>
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SubstantialDoubtAboutGoingConcernTextBlock', window );">LIQUIDITY</a></td>
<td class="text"><p id="xdx_807_eus-gaap--SubstantialDoubtAboutGoingConcernTextBlock_zjHdCJNR1H24" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 2 &#8211; <span id="xdx_822_zBmLMdCdN8ok">LIQUIDITY</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 unaudited consolidated
financial statements, the Company had a net loss of $<span id="xdx_90F_eus-gaap--NetIncomeLoss_iN_pp0p0_di_c20220101__20220630_z93r2HOZxmVb" title="Net income">3,987,288</span> for the six months ended June 30, 2022. During the same period, cash provided
in operating activities was $<span id="xdx_908_eus-gaap--NetCashProvidedByUsedInOperatingActivities_pp0p0_c20220101__20220630_zwmHCF3Eq1I" title="Net cash used in operations">287,784</span>. The working capital surplus and accumulated deficit as of June 30, 2022 were $<span id="xdx_908_ecustom--WorkingCapitalDeficit_c20220630_pp0p0" title="Working capital deficit">1,221,567</span> and $<span id="xdx_90A_eus-gaap--RetainedEarningsAccumulatedDeficit_iNI_pp0p0_di_c20220630_zZzLtvwdLOlb" title="Accumulated deficit">49,484,339</span>,
respectively. In one previous financial reporting period during 2021, the Company had raised substantial doubt about continuing as a going
concern. This was principally due to a lack of working capital prior to an underwritten common stock offering which was completed during
the first quarter of 2022 (the &#8220;2022 Offering&#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">During the previous 18 months, the Company has raised
more than $10 million after fees and expenses, both from existing shareholders through the issuance of Series C Convertible Preferred
Stock and in the first quarter of 2022, a follow-on common stock offering using its previously filed &#8220;shelf&#8221; registration.
Although, further additional investment is not assured, the Company believes that it would be able to raise sufficient capital to support
expanded operations based on an anticipated increase in business activity and the recent improvement in the capital markets. In the long
run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue executing the plan described
above, generate enough revenue, and eventually attain consistently profitable operations. Although the current global pandemic related
to the coronavirus (COVID-19) has affected our operations, particularly in 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 pandemic and its 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 to maintain operations for at least twelve months from the
date of this report. A notable recent success is the &#8220;bonding&#8221; secured in the amount of approximately $8 million for a major
project for which the Company recently received full &#8220;notice to proceed&#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">The Company was successful in securing a loan of $<span id="xdx_90E_eus-gaap--SecuredDebt_c20220630_pp0p0" title="Secured loan">1,410,270</span>
during the second quarter of 2020 from the Small Business Administration via the PPP/CARES Act program which further bolstered the Company&#8217;s
cash reserves. This loan was forgiven in the first quarter of 2021 and leaves the Company essentially debt free other than the normal
course of business equipment and insurance financing as reflected in Note 3 to these financial statements. The Company has also been successful
in increasing its working capital surplus after receiving proceeds in 2021 of $4,500,000 and more recently, in the first quarter of 2022,
receiving net proceeds of approximately $<span id="xdx_907_eus-gaap--ProceedsFromOtherDebt_c20220101__20220630_pp0p0" title="Net proceeds bebt">5,500,000</span> from the successful sales of common stock under the Company&#8217;s &#8220;shelf registration&#8221;
statement as previously mentioned. This gives us the capital required to fund the fundamental business changes that we are executing including
organization, product alignment and market focus and maintenance of our business strategy overall. 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. During 2021, management took
further significant actions including reorganizing our engineering and technical teams and selectively improving organizational efficiency
to effectively grow the business in concert with the influx of business won in late 2021 and early 2022. Upon completion of the 2022 Offering,
management has raised sufficient working capital to meet its needs for the next 12-months without the need to raise further capital. The
Company had experienced a significant slowdown in closing new projects due to cautious actions by current and potential clients as a result
of COVID-19 but this appears to be abating as time passes. We continue to be successful in identifying new business opportunities and
are focused on maintaining a backlog of projects.</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">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, recent events
including an approximate $5.5 million injection of funds from the 2022 Offering, significant recent orders and the overall stabilization
of the business indicate that there is no longer substantial doubt for the Company to continue as a going concern for a period of twelve
months from the issuance of this report. We will continue executing the plan to grow our business and eventually achieve profitability
without the requirement to raise additional capital for existing operations for 2022 although we may do so to fund selective opportunities
that may arise. Management has extensively evaluated our requirements for the next 12 months and has determined that the Company currently
has sufficient cash to operate for at least that period.</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="top.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>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697546761808">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEBT<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 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="top.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="top.Show.showAR( this, 'defref_us-gaap_DebtDisclosureTextBlock', window );">DEBT</a></td>
<td class="text"><p id="xdx_80D_eus-gaap--DebtDisclosureTextBlock_zPuGPTefGMC4" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 3 &#8211; <span id="xdx_82F_zoVzH6ZgYT45">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 June 30, 2022 and December 31, 2021:</p>

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

<table cellpadding="0" cellspacing="0" id="xdx_89F_eus-gaap--ScheduleOfDebtTableTextBlock_zMcTkBFNJ0le" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - DEBT (Details - Schedule of Notes Payable - Financing Agreements)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B7_z1b2HWwqXQA" style="display: none">Notes Payable - Financing Agreements</span></td>
    <td>&#160;</td>
    <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 style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
<tr>
    <td style="vertical-align: bottom; width: 45%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 12%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: top; width: 9%; text-align: right">&#160;</td>
    <td style="vertical-align: top; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 12%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 9%; text-align: right">&#160;</td>
    <td style="vertical-align: bottom; width: 1%">&#160;</td>
    <td style="vertical-align: bottom; width: 1%; text-align: right">&#160;</td></tr>
  <tr>
    <td style="vertical-align: bottom">&#160;</td>
    <td style="vertical-align: bottom">&#160;</td>
    <td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"><span style="font-size: 8pt"><b>June 30, 2022</b></span></td>
    <td style="vertical-align: top">&#160;</td>
    <td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"><span style="font-size: 8pt"><b>December 31, 2021</b></span></td>
    <td style="vertical-align: bottom">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="border-bottom: black 1pt solid"><span style="font-size: 8pt"><b>Notes Payable</b></span></td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Principal</b></span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Interest</b></span></td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Principal</b></span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2" style="border-bottom: black 1pt solid; text-align: center"><span style="font-size: 8pt"><b>Interest</b></span></td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Third Party - Insurance Note 1</td>
    <td>&#160;</td>
    <td>$</td>
    <td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">10,317</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z8AS5Eo4DZ75" title="Notes Payable, Interest">7.75</span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td>
    <td>$</td>
    <td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">22,266</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_904_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zUuYZAymcmB6" title="Notes Payable, Interest">7.75</span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Third Party - Insurance Note 2</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">52,441</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right"><span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zhGmCGOptIue" title="Notes Payable, Interest">6.24</span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">12,667</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right"><span id="xdx_906_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk7wqYQDzkej" title="Notes Payable, Interest">6.24</span></td>
    <td>%</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Third Party - Insurance Note 3</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">3,918</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98B_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal">17,570</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Third Party - Insurance Note 4</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal">100,010</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal"><span style="-sec-ix-hidden: xdx2ixbrl0983">&#8212;</span></td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#8212;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td>Total</td>
    <td>&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20220630_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal">166,686</td>
    <td style="border-bottom: white 2.25pt double">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="border-bottom: black 2.25pt double">$</td>
    <td id="xdx_985_eus-gaap--OtherNotesPayableCurrent_c20211231_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal">52,503</td>
    <td style="border-bottom: white 2.25pt double; text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: right">&#160;</td></tr>
  </table>
<p id="xdx_8A8_zwmfouGovzd5" style="font: 10pt Times New 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, 2021 with its insurance provider by issuing a $<span id="xdx_908_eus-gaap--NotesPayable_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance">22,266</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_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zXsGVfbP4sJh" title="Interest rate">7.75</span>% payable in monthly installments of principal and interest totaling $<span id="xdx_901_eus-gaap--DebtInstrumentPeriodicPayment_c20201128__20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Monthly installments of principal and interest">2,104</span> through
November 23, 2022. The balance of Insurance Note 1 as of June 30, 2022 and December 31, 2021 was $<span id="xdx_90B_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance">10,317</span> and $<span id="xdx_908_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance">22,266</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 April
15, 2021 with its insurance provider by issuing a note payable (Insurance Note 2) in the amount of $<span id="xdx_90D_eus-gaap--NotesPayable_iI_pp0p0_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zzN6vjUGQsxi" title="Notes payable outstanding balance">62,041</span>,
secured with an annual interest rate of <span id="xdx_909_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zJvuXiiL8Rp6" title="Interest rate">6.24</span>%
and payable in 10 monthly installments of principal and interest totaling $<span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20210402__20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk4IbH6y1d6b" title="Monthly installments of principal and interest">6,383</span>.
The policy renewed on April 15, 2022 and, in connection therewith, the Company issued a new note payable to the insurer on April 15,
2022 in the amount $<span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zfJoOQpcloEf">63,766</span>
secured with an annual interest rate of <span id="xdx_900_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zIj3hRzbm1lg">6.24</span>%
and payable in 11 monthly installments of principal and interest totaling $<span id="xdx_902_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220402__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zOo5YpIqhhEc">5,979</span>.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 2 was $<span id="xdx_902_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance">52,441</span>
and $<span id="xdx_901_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance">12,667</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, 2021 with its insurance provider by issuing a note payable (Insurance 3) in the amount of $<span id="xdx_90E_eus-gaap--NotesPayable_c20200915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance">19,965</span> and payable in 10 monthly installments
of $<span id="xdx_908_eus-gaap--DebtInstrumentPeriodicPayment_c20210901__20210915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest">1,997</span>. At June 30, 2022 and December 31, 2021, the balance of Insurance Note 3 was $<span id="xdx_90C_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance">3,918</span> and $<span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance">17,570</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, 2021 with its insurance provider by issuing a note payable (Insurance 4) in the amount of $<span id="xdx_90B_eus-gaap--NotesPayable_c20210203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance">215,654</span>
with a down payment paid in the amount of $37,000 on April 6, 2021 and ten monthly installments of $<span id="xdx_90F_eus-gaap--DebtInstrumentPeriodicPayment_c20210401__20210406__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest">17,899</span>.
The Company received a refund on October 5, 2021 for the annual audit of the policy resulting in the refund being applied to the
outstanding amount of $35,787. The policy renewed on February 3, 2022 and, in connection therewith, the Company issued a new note
payable to the insurer in the amount of $<span id="xdx_90E_eus-gaap--NotesPayable_c20220203_pp0p0" title="Notes payable outstanding balance">242,591</span>
with a down payment paid in the amount of $41,854 and payable in ten monthly installments of $<span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_c20200202__20200203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest">20,074</span>.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 4 was $<span id="xdx_905_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance">100,010</span>
and zero<span id="xdx_909_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="display: none" title="Notes payable outstanding balance">0</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"><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 August 26,
2019 with an equipment financing company by issuing a $<span id="xdx_905_eus-gaap--NotesPayable_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance">147,810</span> note secured by the equipment being financed, with an annual interest rate
of <span id="xdx_901_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zIWxHjTwDdDd" title="Interest rate">12.72</span>% and payable in monthly installments of principal and interest totaling $<span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_c20190801__20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest">4,963</span> through August 1, 2022. The Company entered into
an additional agreement on May 22, 2020 with the same 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_908_eus-gaap--DerivativeFixedInterestRate_iI_pip0_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zyb2w9TrWdDc" title="Interest rate">9.90</span>% and payable in monthly installments of principal and interest totaling $<span id="xdx_900_eus-gaap--DebtInstrumentPeriodicPayment_c20200501__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest">3,919</span> through June 1, 2023. At June 30, 2022 and
December 31, 2021, the balance of these notes was $<span id="xdx_90A_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance">54,373</span> and $<span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance">103,186</span>, respectively.</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">At June 30, 2022, future minimum lease payments due
under the equipment financing is as follows:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc">&#160;</p>

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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="border-bottom: black 1pt solid; white-space: nowrap">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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<p id="xdx_8A0_zAnrYO3K8RKh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;<b>&#160;&#160;</b></p>














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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466401200">
<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">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 30, 2022</div></th></tr>
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<td class="text">&#160;<span></span>
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<tr class="ro">
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<td class="text"><p id="xdx_80D_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zMHQUaHdZWUd" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>NOTE 4 &#8211; <span id="xdx_821_zFSD3loFQk73">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"><span id="a_Hlk110338799"/><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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On July 26, 2021, the Company entered a new operating
lease agreement for office and warehouse combination space of <span id="xdx_901_ecustom--AreaOfLease_usqft_c20210702__20210726_zZSn5VaJIyH3" 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 will combine the Company&#8217;s two separate work locations into one facility, which will allow for greater
collaboration and also accommodate 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--OperatingLeaseLiabilityCurrent_c20211124_pp0p0" title="Operating lease liability">4,980,104</span> at lease commencement. Rent for the first eleven months of the term will be calculated based on <span id="xdx_900_ecustom--RentableSpace_usqft_c20210702__20210726_z153dt7SivNe" 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_902_eus-gaap--SecurityDepositLiability_c20210726_pp0p0" title="Security Deposit payment">600,000</span> on July 26, 2021. The right of use asset balance at June 30, 2022, net of amortization, was $<span id="xdx_90D_eus-gaap--OperatingLeaseRightOfUseAsset_c20220630_pp0p0" title="Operating lease right of use asset">4,767,219</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 June 30, 2022, 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
9.9 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 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">&#160;</p>

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    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
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    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="width: 78%; text-align: justify">Operating lease cost</td>
    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="width: 1%; text-align: justify">$</td>
    <td id="xdx_981_eus-gaap--OperatingLeaseCost_c20220101__20220630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost">389,813</td>
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    <td style="width: 1%; text-align: justify">&#160;</td>
    <td style="width: 1%; text-align: justify">$</td>
    <td id="xdx_988_eus-gaap--OperatingLeaseCost_c20210101__20210630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost">145,856</td>
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    <td style="text-align: justify">Short-term lease cost</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td id="xdx_989_eus-gaap--ShortTermLeaseCost_c20220101__20220630_pp0p0" style="text-align: right" title="Short term lease Cost">17,922</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td id="xdx_98B_eus-gaap--ShortTermLeaseCost_c20210101__20210630_pp0p0" style="text-align: right" title="Short term lease Cost">10,806</td>
    <td style="text-align: justify">&#160;</td></tr>
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    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: #CCFFCC">
    <td style="text-align: justify"><b>Other information:</b></td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
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    <td style="text-align: justify">Operating cash outflow used for operating leases</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td id="xdx_985_eus-gaap--PaymentsForRent_c20220101__20220630_pp0p0" style="text-align: right" title="Operating cash outflow used for operating leases">185,000</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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    <td style="text-align: justify">&#160;</td>
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  <tr style="vertical-align: bottom">
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    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
    <td style="text-align: justify">&#160;</td>
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<p id="xdx_8AA_zvh3XdMHmbQ9" style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;<span style="font-size: 4pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">As of June 30, 2022, future minimum lease payments due under operating
leases are as follows:</p>

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

<table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock_zFIAAQfDMA4f" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Future Minimum Lease Payments)">
  <tr>
    <td colspan="2" style="white-space: nowrap; vertical-align: bottom"><span id="xdx_8B5_zbPSQZYmiTH2" style="display: none">Future minimum lease payments for non-cancelable operating leases</span></td>
    <td colspan="2" id="xdx_490_20220630_zVIHi3aFLLJd" style="white-space: nowrap; vertical-align: bottom; text-align: center">&#160;</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr>
    <td colspan="2" style="white-space: nowrap; vertical-align: bottom">&#160;</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr>
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    <td style="white-space: nowrap; vertical-align: bottom; width: 9%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="vertical-align: top; width: 1%; text-align: justify">&#160;</td></tr>
  <tr id="xdx_406_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maLOLLPzqbp_zrWWnRKiTrXl" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2022</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;$</td>
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    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2023</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">696,869</td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maLOLLPzqbp_zckQq2ACEuz5" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2024</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">779,087</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maLOLLPzqbp_zovuo8oRcZlb">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2025</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">798,556</td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFive_iI_pp0p0_maLOLLPzqbp_zgWeP2VCq3Y5" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2026</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">818,518</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_405_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_iI_pp0p0_maLOLLPzqbp_zpFjQEwLBhv7">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;Thereafter</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">4,803,472</td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_pp0p0_mtLOLLPzqbp_ziSPSoPNctnj" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">8,090,490</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_pp0p0_di_zPVaGhftBV12">
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">Less: Impact of discounting</td>
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(2,988,921</td>
    <td style="padding-bottom: 1pt; vertical-align: top; text-align: justify">)</td></tr>
  <tr id="xdx_40F_eus-gaap--OperatingLeaseLiability_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">Total present value of operating lease obligations</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">5,101,569</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_40D_ecustom--CurrentPortion_iNI_pp0p0">
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">Current portion</td>
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(510,028</td>
    <td style="padding-bottom: 1pt; vertical-align: top; text-align: justify">)</td></tr>
  <tr id="xdx_402_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">Operating lease obligations, less current portion</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: justify">$</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right">4,591,541</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
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<p id="xdx_8A7_zRO651qYt7v1" 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/></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">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 provides that he will receive separation
payments over a 36-month period equal to his base salary plus $<span id="xdx_90F_ecustom--AdditionalCompensationToBePaidInSeparationPayments_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" 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 contains 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
will pay to Mr. Arcaini the total sum of $<span id="xdx_900_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="One-time charge which will be amortized in equal amounts over the 36-month term of 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_90D_ecustom--PaymentOneOfSeparationAgreement_c20210302__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Lump sum payment owed under separation agreement">124,631</span>, owed to Mr. Arcaini and the Company will continue to pay him in semi-monthly installments for 30
months thereafter, as contemplated in Mr. Arcaini&#8217;s Separation Agreement. The remaining balance of approximately $<span id="xdx_90D_eus-gaap--AccruedLiabilitiesCurrent_c20220630__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Accrued Liabilities, Current">354,000</span> as of
June 30, 2022 is included in accrued expenses in the accompanying unaudited consolidated balance sheet. In addition, the Company will
pay one-half of Mr. Arcaini&#8217;s current life insurance premiums for 36 months of approximately $<span id="xdx_90E_ecustom--PaymentTwoSeparationAgreementForLifeInsurance_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Current life insurance">1,200</span> per month and provide and pay
for his health insurance for 36 months following the Separation Date of approximately $450 per month, which are also included in accrued
expenses as described above.</p>

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

<span></span>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697463897328">
<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">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 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="top.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="top.Show.showAR( this, 'defref_us-gaap_StockholdersEquityNoteDisclosureTextBlock', window );">STOCKHOLDERS&#8217; EQUITY</a></td>
<td class="text"><p id="xdx_80B_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zriknX9pZf4f" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 5 &#8211; <span id="xdx_822_zKxvQ5hnvXd7">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">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">On January 11, 2022,  shareholders converted <span id="xdx_90C_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111_pdd" title="Conversion shares">710</span>&#160;and
<span id="xdx_900_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Conversion 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_908_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220102__20220111_pdd" 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: 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 February 3, 2022, the Company closed an offering
of <span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220129__20220203_pdd" title="Number of shares issued at shares">1,325,000</span> shares of common stock in the amount of $<span id="xdx_907_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220129__20220203_pp0p0" title="Common stock issued for services, value">5,300,000</span> or $<span id="xdx_90D_eus-gaap--SharePrice_c20220203_pdd" title="Share price">4</span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_905_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220129__20220203_pp0p0" 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 a &#8220;over-allotment&#8221;
offering of <span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220201__20220221_pdd" title="Number of shares issued at shares">198,750</span> shares of common stock in the amount of $<span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220201__20220221_pp0p0" title="Common stock issued for services, value">795,000</span> or $<span id="xdx_90D_eus-gaap--SharePrice_c20220221_pdd" title="Share price">4</span> per share before certain underwriting fees and offering expenses
with net proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220201__20220221_pp0p0" 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_905_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_c20220221_pp0p0" 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_901_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_pdd" 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_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220101__20220331_z3eJSKPktWDh" title="Stock issued for services">40,000</span> for services to the board <span id="a_Hlk110864100"/>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"><b>&#160;</b></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_90D_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zznRHCZcMWf5">10,668</span> shares
of common stock for payment of board fees to four directors in the amount of $<span id="xdx_908_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220401__20220630_zIjLtx0SPf67">40,000</span> for services to the board which was expensed during
the three months ended June 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"><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 has designated <span id="xdx_905_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zcMW2T3tzbbg" title="Preferred stock, shares issued">15,000</span> of the <span id="xdx_904_eus-gaap--PreferredStockSharesAuthorized_iI_c20220630_zLA4ThqmyJGh" title="Preferred stock authorized">10,000,000</span> authorized shares of preferred stock as Series B Convertible
Preferred Stock with a stated value of $<span id="xdx_904_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zGOZFxDIc0Vg" title="Preferred stock, par value">1,000</span> per share. The shares of Series B Convertible Preferred Stock are 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 is convertible at any time at the holder&#8217;s option into a number of shares of common stock equal to $<span id="xdx_905_eus-gaap--ConversionOfStockAmountConverted1_c20220101__20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pp0p0" title="Conversion of preferred stock">1,000</span>
divided by the conversion price of $<span id="xdx_90A_eus-gaap--DebtInstrumentConvertibleConversionPrice1_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" 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 Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any liquidation, dissolution or
winding-up of Corporation, 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 Corporation to the holders of the common stock. Effective November 24, 2017
(the &#8220;Effective Date&#8221;), the Company entered into a Securities Purchase Agreement and a Registration Rights Agreement
which included the issuance of <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_z3MHzgqnPaT5" title="Preferred stock, shares issued">2,830</span>
shares of Series B Convertible Preferred Stock worth $<span id="xdx_90D_eus-gaap--ConversionOfStockAmountConverted1_pp0p0_c20171123__20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zHj4YClfzX69" title="Conversion of preferred stock">2,830,000</span>
(including the conversion of liabilities at a price of $<span id="xdx_907_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zGB7h0pJUnV6" title="Exercise price">1,000</span>
per Class B Unit). As of June 30, 2022 and December 31, 2021, respectively, there are <span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_z3zdKgvqUuW7" title="Preferred stock, shares issued"><span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxMeDl3rlG05" title="Preferred stock, shares outstanding">851</span></span>
and <span id="xdx_908_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zWMictIEiB0l" title="Preferred stock, shares issued"><span id="xdx_901_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zuGTYYfMDmT6" title="Preferred stock, shares outstanding">851</span></span> shares of Series B 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 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 has designated
5,000 shares as the Series C Convertible Preferred Stock. Each share of the Series C Convertible Preferred Stock has a stated value of
$1,000. 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. Each share of Series C Convertible Preferred Stock has 172 votes (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 $5.50
(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 have 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 (the
&#8220;Series C Convertible Preferred Stock&#8221;), and the Company received proceeds of $<span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20210201__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pp0p0" title="Proceeds from issuance of preffeed 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_905_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Series C preferred converted to common stock, shares">454,546</span> shares of common stock. As of June 30, 2022 and
December 2021, respectively, there were zero <span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zI8kH9X4YlUj" title="Preferred stock, shares issued"><span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zVBBIFL64fn4" style="display: none" title="Preferred stock, shares outstanding">0</span></span> and <span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zUwBnxiEK7P4" title="Preferred stock, shares issued"><span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z40AdNSBG807" title="Preferred stock, shares outstanding">2,500</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;&#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 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">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110262055"/><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 six months ended June 30, 2022 and 2021, was $<span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20220101__20220630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense">438,809</span> and $<span id="xdx_907_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20210101__20210630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zTmJ7FI3KnC9" title="Stock-based compensation expense">153,163</span> respectively, for stock options granted
to employees and directors. This expense is included in selling, general and administrative expenses in the unaudited consolidated
statements of operations. Stock-based compensation expense recognized during the period 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 June 30, 2022, the total
compensation cost for stock options not yet recognized was $<span id="xdx_90A_ecustom--TotalCompensationCostForStockOptions_c20220630_pp0p0" title="Total compensation cost for stock options">961,405</span>. This cost will be recognized over the remaining vesting term of
the options ranging from six 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_904_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210501__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of shares issued at 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.</p>

<p style="font: 10pt Times New 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_907_ecustom--OptionsToPurchaseSharesOfCommonStock_c20220101__20220630_pdd" 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_c20220630_pdd" title="Strike price">6.41</span>
per share, a <span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_dtY_c20220101__20220630_zSxtwuDFDZP2" style="display: none" title="Vesting term">5</span> 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_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_c20220630_pdd" title="Shares available for grant">1,563,708</span>
using a Black-Scholes model with the following assumptions: (1) expected term of <span id="xdx_907_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20220101__20220630_zflyK1GGRLJ9" title="Expected term">3.5</span>
years using the simplified method, (2) expected volatility rate of <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20220101__20220630_znP2wAZpkvee" title="Expected volatility">72</span>% based on historical volatility, (3) dividend yield of zero,
and (4) a discount rate of <span id="xdx_905_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_c20220101__20220630_pdd" 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">As of June 30, 2022, and December 31, 2021,
options to purchase a total of <span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_ziPS5s3r8J69" title="Number of incentive stock options">986,266</span>
(net of forfeitures discussed below) shares of common stock and <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20211231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options">431,266</span>
shares of common stock were outstanding, respectively and at June 30, 2022, 344,599 options were exercisable. Of the total
pre-forfeiture options issued, <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2016Member_zuC9GUZaxiwa" title="Options outstanding">271,266</span>
and <span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--Plan2016Member_zuf1hcwweEg7" title="Options outstanding">271,266</span>
options were outstanding under the 2016 Plan, <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2021Member_zURQ3gLO2Ma2" title="Options outstanding">665,000</span>
and <span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_do_c20211231__us-gaap--PlanNameAxis__custom--Plan2021Member_zqyWxPbCv2X2" title="Options outstanding">no</span> options were outstanding under the 2021 Plan and a further <span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--NonPlanMember_z5FR1Pj6UC7k" title="Options outstanding">160,000</span>
and <span id="xdx_905_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--NonPlanMember_znTxoQLgR5Xk" title="Options outstanding">160,000</span>
non-plan options to purchase common stock were outstanding as of June 30, 2022 and December 31, 2021, 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>











<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">During the second quarter of 2022, <span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__custom--EmployeeStockOption1Member_zii88I64sxvd">110,000</span> options
were forfeited that had previously been awarded as a part of the 2021 Equity Incentive Plan. The forfeitures were the result of three
employees who had previously been awarded those options with a 3-year vesting requirement resigning from the Company without being vested
either in part or in whole. The forfeitures resulted in a credit to payroll expense of $<span id="xdx_90D_eus-gaap--AccruedPayrollTaxesCurrentAndNoncurrent_iI_pp0p0_c20220630_zTL5EP14GLn1" title="Payroll taxes payable">38,969</span> during the quarter.</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">For the six months ended June 30, 2022, the Company
has recorded an option expense for all options outstanding in the amount of $<span id="xdx_906_eus-gaap--ShareBasedCompensation_c20220101__20220630_pp0p0" title="Stock based compensation">438,809</span>.</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">Warrants</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"><span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights_iI_do_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_zMoMsGgiZl28" title="Warrant issued">No</span> new warrants were issued during the first half
of 2022. At June 30, 2022 and December 31, 2021, warrants outstanding were <span id="xdx_90A_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding">1,376,466</span> and <span id="xdx_906_eus-gaap--ClassOfWarrantOrRightOutstanding_c20211231__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding">1,376,466</span>, respectively.</p>

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

<span></span>
</td>
</tr>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -URI https://asc.fasb.org/topic&amp;trid=2208762<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 14<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496171-112644<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 14<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496171-112644<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 18<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496189-112644<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (g)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 18<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496189-112644<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (h)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 14<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496171-112644<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 18<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496189-112644<br><br>Reference 13: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 16<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496180-112644<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (i)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br><br>Reference 15: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(e)(1))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 16: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 815<br> -SubTopic 40<br> -Section 50<br> -Paragraph 6<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126731327&amp;loc=SL126733271-114008<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466552256">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerTextBlock', window );">REVENUE</a></td>
<td class="text"><p id="xdx_80E_eus-gaap--RevenueFromContractWithCustomerTextBlock_ze9A1CIpsugc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 6 - <span id="xdx_824_zZFoGD5FGPDj">REVENUE</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 unaudited 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 follow:</p>

<p style="font: 10pt Times New 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_Hlk110263338"/><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
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: 3pc">&#160;</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">At June 30, 2022 and December 31, 2021, contract assets
on uncompleted contracts consisted of the following:</p>

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

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    <td><span id="xdx_8B1_znxhj5dR7yK1" style="display: none">Schedule Of Contract Assets On Uncompleted Contracts</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_490_20220630_zJteR1JPfQ1j" style="text-align: center">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_493_20211231_ze5QQFji8dag" style="text-align: center">&#160;</td><td>&#160;</td></tr>
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    <td>&#160;</td><td style="font-size: 8pt; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>&#160;June 30,</b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2022</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td><td style="font-size: 8pt; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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>2021</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td></tr>
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    <td style="width: 74%; text-align: justify">Cumulative revenues recognized</td><td style="width: 1%">&#160;</td>
    <td style="width: 1%; text-align: left">$</td><td style="width: 10%; text-align: right">2,018,047</td><td style="width: 1%; text-align: left">&#160;</td><td style="width: 1%">&#160;</td>
    <td style="width: 1%; text-align: left">$</td><td style="width: 10%; text-align: right">5,266,930</td><td style="width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_403_ecustom--BillingsOrCashReceived_iNI_pp0p0_di_msCWCANz52q_z8I5iwv2Stv" style="vertical-align: bottom; background-color: transparent">
    <td style="text-align: justify; padding-bottom: 1pt">Less: Billings or cash received</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">(1,315,675</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">(5,263,481</td><td style="padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_403_eus-gaap--ContractWithCustomerAssetNetCurrent_iTI_pp0p0_mtCWCANz52q_zbQn9JprNZQl" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="text-align: justify; padding-bottom: 2.5pt">Contract assets</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; text-align: right">702,372</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; text-align: right">3,449</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
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<p id="xdx_8A8_zEqdaH1AkBw3" 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"><span id="a_Hlk110263658"/><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 accumulated 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, services and consulting revenues
represent billings or cash received in excess of revenue recognizable on service agreements that are not accounted for under the cost
to cost 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 June 30, 2022 and December 31, 2021, contract liabilities
on uncompleted contracts and contract liabilities on services and consulting consisted of the following:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc">&#160;</p>

<table cellpadding="0" cellspacing="0" id="xdx_895_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_ziMpxi1LfBI9" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Liabilities)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_zLFPmCvtMOV5" style="display: none">Schedule of Contract Liabilities on Uncompleted Contracts</span></td><td>&#160;</td>
    <td colspan="2" id="xdx_49E_20220630_zz1I95PnuyT2" style="text-align: center">&#160;</td><td>&#160;</td><td>&#160;</td>
    <td colspan="2" id="xdx_492_20211231_zPmAIfo1ME2d" style="text-align: center">&#160;</td><td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"><p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>June 30, </b></p> <p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"><b>2022</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td><td style="font-size: 8pt; padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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>2021</b></p></td><td style="padding-bottom: 1pt; font-size: 8pt">&#160;</td></tr>
  <tr id="xdx_400_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_pp0p0_maCLTSzkAj_zOabzLQC9Pv3" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="width: 74%; text-align: justify">Billings and/or cash receipts on uncompleted contracts</td><td style="width: 1%">&#160;</td>
    <td style="width: 1%; text-align: left">$</td><td style="width: 10%; text-align: right">6,340,948</td><td style="width: 1%; text-align: left">&#160;</td><td style="width: 1%">&#160;</td>
    <td style="width: 1%; text-align: left">$</td><td style="width: 10%; text-align: right">4,273,726</td><td style="width: 1%; text-align: left">&#160;</td></tr>
  <tr id="xdx_405_ecustom--CostAndEstimatedEarningsRecognized_iNI_pp0p0_di_msCLTSzkAj_zjWZa26sQ4J4" style="vertical-align: bottom; background-color: transparent">
    <td style="text-align: justify; padding-bottom: 1pt">Less: Cumulative revenues recognized</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">(2,431,095</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">(3,041,088</td><td style="padding-bottom: 1pt; text-align: left">)</td></tr>
  <tr id="xdx_407_ecustom--ContractLiabilitiesTechnologiesSystems_iTI_pp0p0_mtCLTSzkAj_maCWCLzYoe_zSxXhfxTGbid" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="text-align: justify">Contract liabilities, technologies systems</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">3,909,853</td><td style="text-align: left">&#160;</td><td>&#160;</td>
    <td style="text-align: left">&#160;</td><td style="text-align: right">1,232,638</td><td style="text-align: left">&#160;</td></tr>
  <tr id="xdx_403_ecustom--ContractLiabilitiesServicesAndConsulting_iI_pp0p0_maCWCLzYoe_zK26Dx8EvyV1" style="vertical-align: bottom; background-color: transparent">
    <td style="text-align: justify; padding-bottom: 1pt">Contract liabilities, services and consulting</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">1,105,597</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">596,673</td><td style="padding-bottom: 1pt; text-align: left">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--ContractWithCustomerLiability_iTI_pp0p0_mtCWCLzYoe_zee7lBpi9sF6" style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="text-align: justify; padding-bottom: 2.5pt">Total contract liabilities</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; text-align: right">5,015,450</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td><td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double; text-align: left">$</td><td style="border-bottom: Black 2.5pt double; text-align: right">1,829,311</td><td style="padding-bottom: 2.5pt; text-align: left">&#160;</td></tr>
  </table>

<p id="xdx_8A5_zA0ArRsvI58d" style="font: 10pt Times New 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 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"><span id="a_Hlk110264791"/><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="width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">1.</td>
    <td style="font: 10pt Times New Roman, Times, Serif; text-align: justify">We have four distinct revenue sources:</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
<td style="width: 4.5pc"/><td style="width: 1.5pc">a.</td><td>Technology Systems (Turnkey, engineered projects);</td></tr></table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
<td style="width: 4.5pc"/><td style="width: 1.5pc">b.</td><td>AI Technology (Associated maintenance and support services);</td></tr></table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
<td style="width: 4.5pc"/><td style="width: 1.5pc">c.</td><td>Technical Support (Licensing and professional services related to auditing of data center assets); and</td></tr></table>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"><tr style="vertical-align: top">
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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 cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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: 10pt Times New Roman, Times, 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>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;&#160;Quantitative:</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><span style="text-decoration: underline">For the Three Months Ended June 30, 2022</span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b>&#160;&#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="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="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: transparent">
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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: transparent">
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  <tr style="vertical-align: bottom; background-color: transparent">
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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: justify">&#160;</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 June 30, 2021</span></b></p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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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: center"><b><span style="text-decoration: underline">For the Six Months Ended June 30, 2022</span></b></p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
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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: 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 Six Months Ended June 30, 2021</span></b></p>

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

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  <tr style="vertical-align: bottom; background-color: transparent">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr style="vertical-align: bottom; background-color: transparent">
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<p id="xdx_8AD_zTMTCB9j1FH3" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>&#160;</b></p>

<span></span>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -URI https://asc.fasb.org/topic&amp;trid=49130388<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130551-203045<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (b)(2)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130556-203045<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130554-203045<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 9<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130550-203045<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (e)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130554-203045<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130554-203045<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130554-203045<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 15<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130558-203045<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 12<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130554-203045<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466424224">
<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">6 Months Ended</th>
</tr>
<tr><th class="th"><div>Jun. 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="top.Show.showAR( this, 'defref_us-gaap_CompensationAndRetirementDisclosureAbstract', window );"><strong>Retirement Benefits [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="top.Show.showAR( this, 'defref_us-gaap_DefinedContributionPlanTextBlock', window );">DEFINED CONTRIBUTION PLAN</a></td>
<td class="text"><p id="xdx_80A_eus-gaap--DefinedContributionPlanTextBlock_z36jZGCXXjgf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110327501"/><b>NOTE 7 &#8211; <span id="xdx_82D_znfmiZ8CPBL9">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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">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 six months of service. During the
six months ended June 30, 2022, the Company matched 100% of the first 4% of eligible employee compensation that was contributed to the
401(k) Plan. For the six months ended June 30, 2022, the Company recognized expense for matching cash contributions to the 401(k) Plan
totaling $<span id="xdx_902_eus-gaap--DefinedBenefitPlanServiceCost_c20220101__20220630_pp0p0" title="Cash contributions">64,909</span>.</p>

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

<span></span>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for defined contribution plan.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 70<br> -URI https://asc.fasb.org/subtopic&amp;trid=2235116<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 70<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=49170846&amp;loc=d3e28014-114942<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466439344">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>RELATED PARTY TRANSACTIONS<br></strong></div></th>
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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">On August 1, 2012, the Company entered into an
independent contractor master services agreement (the &#8220;Services Agreement&#8221;) with Luceon, LLC, a Florida limited
liability company, owned by our former Chief Technology Officer, David Ponevac.&#160;The Services Agreement provided that Luceon
would provide support services including management, coordination or software development services and related services to duos. In
January 2019, additional services were contracted with Luceon for TrueVue360&#8482; primarily for software development through the
provision of seven additional full-time contractors located in Slovakia at a cost of $<span id="xdx_90C_eus-gaap--RelatedPartyCosts_c20190101__20190131_pp0p0" title="Related party cost">16,250</span>
for January initially, rising to $<span id="xdx_904_eus-gaap--RelatedPartyCosts_c20190201__20190228_pp0p0" title="Related party cost">25,583</span>
after fully staffed, per month starting February 2019. This was in addition to the existing contract of $<span id="xdx_90A_eus-gaap--RelatedPartyCosts_c20190601__20190630__srt--ProductOrServiceAxis__custom--ContractorsMember_pp0p0" title="Related party cost">7,480</span>
per month for duos for four full-time contractors which increased to $8,231 per month in June of 2019. During 2020 efforts in reducing
cost, Luceon reduced its staff for the TrueVue360 software development team from a staff of seven to three full-time employees at a cost of
$11,666 per month starting June 1, 2020. On May 14, 2021, the Company formally ended its relationship with Luceon in concert with
the resignation of our Chief Technology Officer and as such there is no longer a related party relationship. As of January 1, 2021,
the Company no longer records activities in TrueVue360 and has combined billings for a total of $<span id="xdx_902_eus-gaap--AccountsPayableRelatedPartiesCurrentAndNoncurrent_c20210102_pp0p0" title="Accounts payable">20,986</span>
per month. For the six months ended June 30, 2022 and 2021, the total amount expensed is zero <span id="xdx_905_eus-gaap--RelatedPartyCosts_c20220101__20220630_pp0p0" style="display: none" title="Related party cost">0</span> and $<span id="xdx_90B_eus-gaap--RelatedPartyCosts_c20210101__20210630_pp0p0" title="Related party cost">93,422</span>,
respectively. The Company had no open accounts payable with Luceon at June 30, 2022.</p>

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

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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 850<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=6457730&amp;loc=d3e39549-107864<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 850<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=6457730&amp;loc=d3e39549-107864<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 850<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=6457730&amp;loc=d3e39549-107864<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 850<br> -URI https://asc.fasb.org/topic&amp;trid=2122745<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 850<br> -SubTopic 10<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=6457730&amp;loc=d3e39691-107864<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466401200">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>SUBSEQUENT EVENTS<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
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<tr class="re">
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SubsequentEventsTextBlock', window );">SUBSEQUENT EVENTS</a></td>
<td class="text"><p id="xdx_804_eus-gaap--SubsequentEventsTextBlock_zfRskc90YNbg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b>NOTE 9 &#8211; <span id="xdx_820_zfcVqaaVHfA8">SUBSEQUENT EVENTS</span></b></p>

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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">On July 1, 2022, the Company awarded an employee <span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_c20220628__20220701__us-gaap--PlanNameAxis__custom--NonQualifiedStockOptionsMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zuWq9ti8uoZ5" title="Options granted">20,000</span>
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<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="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 855<br> -URI https://asc.fasb.org/topic&amp;trid=2122774<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 855<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=6842918&amp;loc=SL6314017-165662<br></p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462873456">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS, BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Policies)<br></strong></div></th>
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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">Duos Technologies Group, Inc. (the &#8220;Company&#8221;),
through its operating subsidiaries, Duos Technologies, Inc. and TrueVue360, Inc. (collectively the &#8220;Company&#8221;), develops and
deploys vision based analytical technology solutions that will help to transform precision railroading, logistics and inter-modal transportation
operations. Additionally, these unique patented solutions can be employed into many other industries.</p>

<p style="font: 10pt Times New 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 developed the Railcar Inspection Portal
(RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated
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 an extremely high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence (&#8220;AI&#8221;) algorithms to identify
specific defects and/or areas of interest on each railcar. This is all accomplished within minutes of a railcar passing through our portal.
This solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.
Government agencies can conduct digital inspections combined with the incorporated AI to improve rail traffic flow across borders which
also directly benefits the Class 1 railroads through increasing their velocity.</p>

<p style="font: 10pt Times New 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 and reduces/removes personnel from gatehouses 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 the vehicle throughput on each lane on which the technology is deployed.</p>

<p style="font: 10pt Times New 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&#174; and Praesidium&#8482;.
All solutions provided include a variant of both applications. Centraco is designed primarily as the user interface to 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 (AI) 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. The Company also offers
technical support services for the above products.</p>

<p style="font: 10pt Times New 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 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
had 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">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 OPEX 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">&#160;</p>










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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_BasisOfPresentationAndSignificantAccountingPoliciesTextBlock', window );">Basis of Presentation</a></td>
<td class="text"><p id="xdx_849_eus-gaap--BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_zwWfxVk8dOch" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_862_zcSNIfPtliLb">Basis of Presentation</span></span></b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc"><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 six months ended
June 30, 2022 are not necessarily indicative of the results that may be expected for the year ending December 31, 2022 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, 2021 filed with the Securities and Exchange Commission (the &#8220;SEC&#8221;) on March 31, 2022.</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="top.Show.showAR( this, 'defref_us-gaap_Reclassifications', window );">Reclassifications</a></td>
<td class="text"><p id="xdx_844_eus-gaap--Reclassifications_zgfn1igvi6f6" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86E_zR99gNdJwfi3">Reclassifications</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 reclassified certain expenses for the
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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 following tables reflect the reclassification
adjustment effect in the three months ended June 30, 2021:</p>

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

<table cellpadding="0" cellspacing="0" id="xdx_895_ecustom--ScheduleOfReclassificationsTableTextBlock_zHvhxFRTaFMg" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B4_znjQRkfL4NFc" style="display: none">Schedule of Reclassifications</span></td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 21%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 19%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Technology systems</td>
    <td>&#160;</td>
    <td>$</td>
    <td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">100,401</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_984_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">100,401</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_982_eus-gaap--Revenues_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">548,267</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td style="border-bottom: black 1pt solid">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_985_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">648,668</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>Technology systems</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">1,214,370</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Technology systems</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">506,128</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98A_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">378,319</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Services and consulting</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">412,299</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">593,231</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#8212;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98E_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">2,185,920</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98D_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">918,427</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid">&#160;</td>
    <td id="xdx_98C_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN">(1,537,252</td>
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    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="padding-bottom: 1pt">GROSS MARGIN</td>
    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid">&#160;</td>
    <td id="xdx_981_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN">(269,759</td>
    <td style="padding-bottom: 1pt">)</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>OPERATING EXPENSES:</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>Sales and marketing </td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_983_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing">351,251</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Sales and marketing</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98E_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing">351,251</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Research and development</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development">79,131</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_981_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development">468,561</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>General and administration</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">980,834</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>General and administration</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98D_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">1,858,896</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>Total Operating Expenses</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">1,411,216</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_983_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">2,678,708</td>
    <td style="border-bottom: black 1pt solid">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="padding-bottom: 2.5pt">LOSS FROM OPERATIONS</td>
    <td style="padding-bottom: 2.5pt">&#160;</td>
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    <td id="xdx_983_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS">(2,948,467</td>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="padding-bottom: 2.5pt">LOSS FROM OPERATIONS</td>
    <td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double">$</td>
    <td id="xdx_984_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS">(2,948,467</td>
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  </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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.</p>

<p style="font: 10pt Times New 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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)">
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <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>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 21%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 23%">REVENUES:</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 1%">&#160;</td>
    <td style="width: 19%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td></tr>
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    <td>Technology systems</td>
    <td>&#160;</td>
    <td>$</td>
    <td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">1,590,699</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_98A_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">1,590,699</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98C_eus-gaap--Revenues_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">1,212,723</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">1,212,723</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>Total Revenue</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_988_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">2,803,422</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_987_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues">2,803,422</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>COST OF REVENUES:</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>COST OF REVENUES:</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Technology systems</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98A_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">3,109,855</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Technology systems</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98B_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">1,799,738</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>Services and consulting</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">709,703</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Services and consulting</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">770,471</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Overhead</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98F_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">1,096,824</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#8212;</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td style="border-bottom: black 1pt solid; text-align: right">&#8212;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Total Cost of Revenues</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">4,916,382</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Total Cost of Revenues</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues">2,570,209</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td style="padding-bottom: 1pt">GROSS MARGIN</td>
    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid">&#160;</td>
    <td id="xdx_98B_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN">(2,112,960</td>
    <td style="padding-bottom: 1pt">)</td>
    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="padding-bottom: 1pt">GROSS MARGIN</td>
    <td style="padding-bottom: 1pt">&#160;</td>
    <td style="border-bottom: Black 1pt solid">&#160;</td>
    <td id="xdx_986_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN">233,213</td>
    <td style="padding-bottom: 1pt">&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>OPERATING EXPENSES:</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>OPERATING EXPENSES:</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>Sales and marketing </td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_986_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing">663,052</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>Sales and marketing</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98B_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing">663,053</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>Research and development</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_98C_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development">140,164</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td id="xdx_984_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development">876,656</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>General and administration</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_98E_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">1,854,592</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>General and administration</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_980_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">3,464,272</td>
    <td style="border-bottom: black 1pt solid">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>Total Operating Expenses</td>
    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_985_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">2,657,808</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
    <td id="xdx_986_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">5,003,981</td>
    <td style="border-bottom: black 1pt solid">&#160;</td></tr>
  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td style="padding-bottom: 2.5pt">LOSS FROM OPERATIONS</td>
    <td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double">$</td>
    <td id="xdx_98F_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS">(4,770,768</td>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
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    <td style="padding-bottom: 2.5pt">&#160;</td>
    <td style="border-bottom: Black 2.5pt double">$</td>
    <td id="xdx_98E_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS">(4,770,768</td>
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  </table>
<p id="xdx_8AC_z9WPEtkJkQG7" 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: justify"><b/></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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ConsolidationPolicyTextBlock', window );">Principles of Consolidation</a></td>
<td class="text"><p id="xdx_84E_eus-gaap--ConsolidationPolicyTextBlock_z01EeoQpfcVj" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_868_zlOc254VkUdd">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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_UseOfEstimates', window );">Use of Estimates</a></td>
<td class="text"><p id="xdx_841_eus-gaap--UseOfEstimates_zIz2PfR57ig8" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zaK8LZWtes23">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, 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, 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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskCreditRisk', window );">Concentrations</a></td>
<td class="text"><p id="xdx_84C_eus-gaap--ConcentrationRiskCreditRisk_zxpaCbumSLtd" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_zqwoiybaseDe">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 June 30, 2022,
the balance in one financial institution exceeded federally insured limits by approximately $<span id="xdx_907_eus-gaap--CashUninsuredAmount_c20211231_pp0p0" title="Cash, Uninsured Amount">5,835,950</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"><b>Significant Customers and Concentration of Credit Risk</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; 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: 10pt Times New 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 the six months ended June 30, 2022, four customers
accounted for <span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zavH9MhSgwbc" title="Concentration of Credit Risk">22</span>% (&#8220;Customer 2&#8221;), <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zFHLQ4qXXtfg" title="Concentration of Credit Risk">26</span>% (&#8220;Customer 1&#8221;), <span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zgtUbYseEDR" title="Concentration of Credit Risk">24</span>% (&#8220;Customer 3&#8221;) and <span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zGWVX90fR9p7" title="Concentration of Credit Risk">18</span>% (&#8220;Customer
4&#8221;) of revenues. For the six months ended June 30, 2021, one customer accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_za0cxHsPHM2i" title="Concentration of Credit Risk">69</span>% (&#8220;Customer 2&#8221;)&#160;of revenues.
In all cases, there is no minimum contract value stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full with 30% 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. Each of the customers referenced
has the following termination provisions:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
    <td style="width: 3%"><span style="font-family: Symbol">&#183;</span></td>
    <td style="width: 94%; text-align: justify">Customer 1, termination can be made, prior to delivery of products or services, in the case where either party breaches any of its obligations under the agreement between the parties. The other party may terminate the agreement effective 15 Business Days following notice from the non-defaulting party, if the non-performance has not been cured within such period, and without prejudice to damages that could be claimed by the non-defaulting party. Either party may terminate the agreement if the other party becomes unable to pay its debts in the ordinary course of business; goes into liquidation (other than for the purpose of a genuine amalgamation or restructuring); has a receiver appointed over all or part of its assets; enters into a composition or voluntary arrangement with its creditors; or any similar event occurs in any jurisdiction, all to the extent permitted by law.</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>&#160;</td>
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc">&#160;</p>









<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
    <td style="width: 3%"><span style="font-family: Symbol">&#183;</span></td>
    <td style="width: 94%; text-align: justify">For Customer 2, prior to delivery of products or services, either party may terminate the agreement between the parties upon the other party&#8217;s material breach of a representation, warranty, term, covenant or undertaking in the agreement if, within 30 days following the delivery of a written notice to the defaulting party setting forth in reasonable detail the basis of such default, the defaulting party has not rectified such default to the reasonable satisfaction of the non-defaulting party. Failure to perform due to a force majeure condition shall not be considered a material default under the agreement.</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: justify">&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td><span style="font-family: Symbol">&#183;</span></td>
    <td style="text-align: justify">For Customer 3, prior to delivery of products or services if the customer terminates the statement of work for convenience, no refund of any advance payments will be due to Customer 3. ln the event of a material breach by the Company, which breach is not cured, or cure has not begun within 30 days of written notice to the Company by Customer 3, Customer 3 may terminate this statement of work for cause. In the event of termination by Customer 3 for cause, the Company shall reimburse Customer 3 any unused prepaid fees on a pro rata basis.</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">&#160;&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 3%">&#160;</td>
    <td style="width: 3%"><span style="font-family: Symbol">&#183;</span></td>
    <td style="width: 94%; text-align: justify"><p style="font: 10pt Times New Roman, Times, Serif; margin: 0">For Customer 4, if the customer terminates this Agreement for convenience,
no refund, of any advance payments, will be due to Customer 4 and after taking appropriate mitigating actions, may submit to the Customer
a claim for termination costs. Such costs will not exceed the unpaid balance of the contract. In the event of a material breach by Duos,
which breach is not cured, or cure has not begun within 10 days of written notice to Duos by Customer 4, Customer 4 may terminate this
Agreement for cause. In the event of termination by Customer 4 for cause, Duos shall reimburse Customer for any costs, losses and damages
suffered or incurred arising from such event of default. Duos has secured a Performance and Payment Bond for specific project work be
undertaken by the Company for Customer 4.</p></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">At June 30, 2022, four customers accounted for <span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zMc2hoG8ocIl" title="Concentration of Credit Risk">46</span>%,
<span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zMj7klJUJ9M7" title="Concentration of Credit Risk">20</span>%, <span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer3Member_zJSXtvefoAMg" title="Concentration of Credit Risk">15</span>% and <span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer4Member_zEXfMtJJLdv3" title="Concentration of Credit Risk">12</span>% of accounts receivable. At December 31, 2021, two customers accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zEImla0gXDGc" title="Concentration of Credit Risk">81</span>% and <span id="xdx_909_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zctZJ0JM5b8d" title="Concentration of Credit Risk">10</span>%, of accounts receivable. Much of
the credit risk is mitigated since all of the customers listed here are Class 1 railroads or large government funded national railroad.
The Class 1 railroads have a multi-year history of timely payments to us.</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>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 six months ended June 30, 2022, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zTshJuwqYJOf" title="Concentration of Credit Risk">51</span>% of revenue was generated from three customers outside of the United States. For the six months ended June 30, 2021, approximately
<span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zVgaRQsRI86k" title="Concentration of Credit Risk">75</span>% of revenue was generated from three customers outside of the United States. These customers are Canadian and Mexican, and two of the
three are Class 1 railroads operating in the United States.</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"><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">At June 30, 2022, two vendors accounted for <span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zxsmqwkcPXsg" title="Concentration of Credit Risk">17</span>% and
<span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorTwoMember_zhgq10JExS1f" title="Concentration of Credit Risk">11</span>% of accounts payable. At December 31, 2021, one vendor accounted for <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zYoBUhYmab91" title="Concentration of Credit Risk">14</span>% of accounts payable.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">One supplier accounted for approximately <span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_z8WxCcWfnyq9">12</span>% of
total purchases for the six months ended June 30, 2022. One supplier accounted for approximately <span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_zr8JWiBA28Td">21</span>% of total purchases for six
months ended June 30, 2021.</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="top.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_844_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zP6K68xmQV86" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86D_z8dQaBXUfS7e">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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 10%">Level 1:</td>
    <td style="width: 90%">Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 2:</td>
    <td>Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Level 3:</td>
    <td style="text-align: justify">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.</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 expense, 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"><b>&#160;</b><span style="font-size: 4pt">&#160;</span><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="top.Show.showAR( this, 'defref_us-gaap_ResearchDevelopmentAndComputerSoftwarePolicyTextBlock', window );">Software Development Costs</a></td>
<td class="text"><p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbfR21QCmHvg" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_862_zmy8vg4Qe167">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 0 0 3pc; text-align: justify; text-indent: -3pc">&#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="top.Show.showAR( this, 'defref_us-gaap_EarningsPerSharePolicyTextBlock', window );">Earnings (Loss) Per Share</a></td>
<td class="text"><p id="xdx_842_eus-gaap--EarningsPerSharePolicyTextBlock_zi0E3KPccxE8" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_860_zjih5NjDfzxb">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
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. At
June 30, 2022, there was an aggregate of <span id="xdx_903_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630_pdd" title="Number of Warrants Outstanding">1,376,466</span> outstanding warrants to purchase shares of common stock. At June 30, 2022, there were
employee stock options to purchase an aggregate of <span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options">986,266</span> shares of common stock. Also, at June 30, 2022, <span id="xdx_909_ecustom--ConvertibleCommonSharesIssuedUponConversion_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" title="Number of Shares upon Conversion">121,571</span> common shares were
issuable upon conversion of Series B convertible preferred stock all of which were excluded from the computation of dilutive 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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_TradeAndOtherAccountsReceivablePolicy', window );">Accounts Receivable</a></td>
<td class="text"><p id="xdx_847_eus-gaap--TradeAndOtherAccountsReceivablePolicy_z31hcejbOeI2" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86D_zoSJocwvMVb5">Accounts Receivable</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">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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_InventoryPolicyTextBlock', window );">Inventory</a></td>
<td class="text"><p id="xdx_84A_eus-gaap--InventoryPolicyTextBlock_zw7kfUYjHalc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_z18lW97mEPt4">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
to be used in the production of our technology systems or in connection with maintenance agreements with customers. 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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerPolicyTextBlock', window );">Revenue Recognition</a></td>
<td class="text"><p id="xdx_843_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zb1IDcrE1DMd" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_86A_zeNdUwulvsXf">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="width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">&#160;</td>
    <td style="font: 10pt Times New Roman, Times, Serif; width: 24px">1.</td>
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  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
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    <td style="text-align: justify">Identify the performance obligations in the contract;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">3.</td>
    <td style="text-align: justify">Determine the transaction price;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">4.</td>
    <td style="text-align: justify">Allocate the transaction price to separate performance obligations; and</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">5.</td>
    <td style="text-align: justify">Recognize revenue when (or as) each performance obligation is satisfied.</td></tr>
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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 generates revenues from four sources:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">1.</td>
    <td style="text-align: justify">Technology Systems;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">2.</td>
    <td style="text-align: justify">AI Technology;</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">3.</td>
    <td style="text-align: justify">Technical Support; and</td></tr>
  </table>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0">&#160;</p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">4.</td>
    <td style="text-align: justify">Consulting Services.</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"><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 technology systems
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 direct 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">&#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. &#160;</p>

<p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0">&#160;&#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 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;</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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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 cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse">
  <tr style="vertical-align: top">
    <td style="width: 24px">&#160;</td>
    <td style="width: 24px">(1)</td>
    <td style="text-align: justify">Revenues for professional services, which are of short-term duration, are recognized when services are completed;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(2)</td>
    <td style="text-align: justify">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;</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(3)</td>
    <td style="text-align: justify">Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and</td></tr>
  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td>(4)</td>
    <td style="text-align: justify">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.</td></tr>
  </table>
<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 custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock', window );">Multiple Performance Obligations and Allocation of Transaction Price</a></td>
<td class="text"><p id="xdx_84C_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_za8KmUjJuxxl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span id="a_Hlk110607163"/><b><span id="xdx_862_zcfKNbXrmv25">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 Intelligent 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 obligations 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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SegmentReportingPolicyPolicyTextBlock', window );">Segment Information</a></td>
<td class="text"><p id="xdx_849_eus-gaap--SegmentReportingPolicyPolicyTextBlock_zon7yNhDqI96" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span id="xdx_86A_zNpMuQLpzDI2">Segment Information</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 operates in one reportable segment.</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="top.Show.showAR( this, 'defref_us-gaap_ShareholdersEquityAndShareBasedPaymentsTextBlock', window );">Stock-Based Compensation</a></td>
<td class="text"><p id="xdx_847_eus-gaap--ShareholdersEquityAndShareBasedPaymentsTextBlock_zVuvoA4fGaT" style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><span style="text-decoration: underline"><span id="xdx_86A_zZN888uthh0k">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 and non-employee
stock-based compensation in accordance with ASC 718-10, &#8220;<i>Share-Based Payment</i>,&#8221; which requires the grant date measurement
and the recognition of compensation expense for all share-based payment awards made 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"><b>&#160;</b></p>












<p style="font: 10pt Times New Roman, Times, Serif; margin: 0"><b><i>Determining Fair Value Under ASC 718-10</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">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 the number of highly subjective variables.</p>

<p style="font: 10pt Times New 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 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"><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="top.Show.showAR( this, 'defref_us-gaap_LesseeLeasesPolicyTextBlock', window );">Leases</a></td>
<td class="text"><p id="xdx_844_eus-gaap--LesseeLeasesPolicyTextBlock_zfaajmPE0A3a" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_862_z5ZYxaMDZpi9">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 it has 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 administrative expenses in the consolidated statements of operations.</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="top.Show.showAR( this, 'defref_us-gaap_NewAccountingPronouncementsPolicyPolicyTextBlock', window );">Recent Accounting Pronouncements</a></td>
<td class="text"><p id="xdx_848_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zscfk11FP221" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><b><span style="text-decoration: underline"><span id="xdx_863_zRBkVHsQ4DFc">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"><span style="background-color: white"/></p>

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

<p style="font: 10pt Times New 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 style="background-color: white">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 will be 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 unaudited consolidated financial statements.</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">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>
</td>
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<td><strong> Name:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for the basis of presentation and significant accounting policies concepts. Basis of presentation describes the underlying basis used to prepare the financial statements (for example, US Generally Accepted Accounting Principles, Other Comprehensive Basis of Accounting, IFRS). Accounting policies describe all significant accounting policies of the reporting entity.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -URI https://asc.fasb.org/topic&amp;trid=2122369<br></p></div>
<a href="javascript:void(0);" onclick="top.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>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for credit risk.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=99393423&amp;loc=d3e5967-108592<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 825<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=126941378&amp;loc=d3e61044-112788<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ConcentrationRiskCreditRisk</td>
</tr>
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126899994&amp;loc=d3e18823-107790<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 810<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=109239629&amp;loc=d3e5614-111684<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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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<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=124432515&amp;loc=d3e3550-109257<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 260<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=124432515&amp;loc=d3e3630-109257<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 330<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=116847112&amp;loc=d3e4556-108314<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 330<br> -URI https://asc.fasb.org/topic&amp;trid=2126998<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(6)(b))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 912<br> -SubTopic 330<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6471895&amp;loc=d3e55923-109411<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 330<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=116847112&amp;loc=d3e4492-108314<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 270<br> -SubTopic 10<br> -Section 45<br> -Paragraph 6<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126900757&amp;loc=d3e543-108305<br><br>Reference 7: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (d)<br> -URI https://asc.fasb.org/extlink&amp;oid=126899994&amp;loc=d3e18823-107790<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=6361739&amp;loc=d3e7789-107766<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918666-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for the nature of an entity's business, major products or services, principal markets including location, and the relative importance of its operations in each business and the basis for the determination, including but not limited to, assets, revenues, or earnings. For an entity that has not commenced principal operations, disclosures about the risks and uncertainties related to the activities in which the entity is currently engaged and an understanding of what those activities are being directed toward.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=99393423&amp;loc=d3e5967-108592<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -URI https://asc.fasb.org/topic&amp;trid=2134479<br></p></div>
<a href="javascript:void(0);" onclick="top.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 class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.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 class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for classifying current financial statements, which may be different from classifications in the prior year's financial statements. Disclose any material changes in classification including an explanation of the reason for the change and the areas impacted.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 205<br> -URI https://asc.fasb.org/topic&amp;trid=2122149<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_Reclassifications</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for revenue from contract with customer.</p></div>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for segment reporting.</p></div>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The entire disclosure for shareholders' equity and share-based payment arrangement. Includes, but is not limited to, disclosure of policy and terms of share-based payment arrangement, deferred compensation arrangement, and employee stock purchase plan (ESPP).</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -URI https://asc.fasb.org/topic&amp;trid=2208762<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -URI https://asc.fasb.org/topic&amp;trid=2228938<br></p></div>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Disclosure of accounting policy for accounts receivable.</p></div>
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<a href="javascript:void(0);" onclick="top.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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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td style="width: 19%; text-align: right">&#160;</td>
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    <td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues">100,401</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</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>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="padding-bottom: 1pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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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>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development">79,131</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration">980,834</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
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    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
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    <td>&#160;</td>
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    <td id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses">1,411,216</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.</p>

<p style="font: 10pt Times New 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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:</p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)">
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td colspan="2">&#160;</td>
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    <td style="width: 1%">&#160;</td>
    <td style="width: 21%; text-align: right">&#160;</td>
    <td style="width: 1%">&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
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    <td>&#160;</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>
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    <td>&#160;</td></tr>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues">709,703</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td></tr>
  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td></tr>
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    <td>&#160;</td>
    <td style="border-bottom: black 1pt solid">&#160;</td>
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    <td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td style="text-align: right">&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
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    <td style="padding-bottom: 1pt">&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <td>&#160;</td>
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    <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>
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    <td>&#160;</td>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td>
    <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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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697546438576">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEBT (Tables)<br></strong></div></th>
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<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock_zjidXaJPVj0h" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - DEBT (Details - Schedule of Notes Payable - Related Parties)">
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    <td style="white-space: nowrap; vertical-align: bottom">&#160;</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom">$</td>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of future minimum lease payments as of the date of the latest balance sheet presented, in aggregate and for each of the five years succeeding fiscal years, with separate deductions from the total for the amount representing executor costs, including any profit thereon, included in the minimum lease payments and for the amount of the imputed interest necessary to reduce the net minimum lease payments to present value.</p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466496464">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Tables)<br></strong></div></th>
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  <tr style="vertical-align: bottom">
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<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock', window );">Future minimum lease payments for non-cancelable operating leases</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock_zFIAAQfDMA4f" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Future Minimum Lease Payments)">
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    <td style="white-space: nowrap; vertical-align: bottom; width: 9%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 1%; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; width: 8%; text-align: right">&#160;</td>
    <td style="vertical-align: top; width: 1%; text-align: justify">&#160;</td></tr>
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2022</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">696,869</td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
  <tr id="xdx_401_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maLOLLPzqbp_zckQq2ACEuz5" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2024</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">779,087</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_407_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maLOLLPzqbp_zovuo8oRcZlb">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2025</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">798,556</td>
    <td style="vertical-align: top; background-color: #CCFFCC; text-align: justify">&#160;</td></tr>
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;&#160;&#160;2026</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">818,518</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_405_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_iI_pp0p0_maLOLLPzqbp_zpFjQEwLBhv7">
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    <td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">8,090,490</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
  <tr id="xdx_400_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_pp0p0_di_zPVaGhftBV12">
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    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(2,988,921</td>
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  <tr id="xdx_40F_eus-gaap--OperatingLeaseLiability_iI_pp0p0" style="background-color: #CCFFCC">
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    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: right">5,101,569</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
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    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">Current portion</td>
    <td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right">(510,028</td>
    <td style="padding-bottom: 1pt; vertical-align: top; text-align: justify">)</td></tr>
  <tr id="xdx_402_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_pp0p0" style="background-color: #CCFFCC">
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">Operating lease obligations, less current portion</td>
    <td style="white-space: nowrap; vertical-align: bottom; text-align: justify">&#160;</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: justify">$</td>
    <td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right">4,591,541</td>
    <td style="vertical-align: top; text-align: justify">&#160;</td></tr>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Definition</a><div><p>Tabular disclosure of future minimum payments required in the aggregate and for each of the five succeeding fiscal years for operating leases having initial or remaining noncancelable lease terms in excess of one year and the total minimum rentals to be received in the future under noncancelable subleases as of the balance sheet date.</p></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697460105696">
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE (Tables)<br></strong></div></th>
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<tr><th class="th"><div>Jun. 30, 2022</div></th></tr>
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</td>
</tr>
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<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock', window );">Schedule Of Contract Assets On Uncompleted Contracts</a></td>
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  </table>

<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="top.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_895_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_ziMpxi1LfBI9" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Liabilities)">
  <tr style="vertical-align: bottom">
    <td><span id="xdx_8B2_zLFPmCvtMOV5" style="display: none">Schedule of Contract Liabilities on Uncompleted Contracts</span></td><td>&#160;</td>
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  <tr id="xdx_400_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_pp0p0_maCLTSzkAj_zOabzLQC9Pv3" style="vertical-align: bottom; background-color: rgb(204,255,204)">
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  <tr id="xdx_403_ecustom--ContractLiabilitiesServicesAndConsulting_iI_pp0p0_maCWCLzYoe_zK26Dx8EvyV1" style="vertical-align: bottom; background-color: transparent">
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  </table>

<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueTableTextBlock', window );">Disaggregation of Revenue</a></td>
<td class="text"><table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--DisaggregationOfRevenueTableTextBlock_zcVU5N8kpP9e" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details -Disaggregated Revenue)">
  <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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    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
    <td colspan="2" style="text-align: right">&#160;</td><td style="padding-bottom: 1pt">&#160;</td><td style="padding-bottom: 1pt">&#160;</td>
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    <td>&#160;</td><td>&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
    <td>&#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><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(204,255,204)">
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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><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: transparent">
    <td>&#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><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(204,255,204)">
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    <td style="font-size: 9pt; text-align: left">$</td><td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"><span style="-sec-ix-hidden: xdx2ixbrl1315">&#8212;</span></td><td style="font-size: 9pt; text-align: left">&#160;</td><td style="font-size: 9pt">&#160;</td>
    <td style="font-size: 9pt; text-align: left">$</td><td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue">18,517</td><td style="font-size: 9pt; text-align: left">&#160;</td><td style="font-size: 9pt">&#160;</td>
    <td style="font-size: 9pt; text-align: left">$</td><td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"><span style="-sec-ix-hidden: xdx2ixbrl1319">&#8212;</span></td><td style="font-size: 9pt; text-align: left">&#160;</td><td style="font-size: 9pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: transparent">
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    <td style="font-size: 9pt; text-align: left">&#160;</td><td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue">639,745</td><td style="font-size: 9pt; text-align: left">&#160;</td><td style="font-size: 9pt">&#160;</td>
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  <tr style="vertical-align: bottom; background-color: rgb(204,255,204)">
    <td>&#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><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: transparent">
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  <tr style="vertical-align: bottom; background-color: transparent">
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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: justify">&#160;</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 June 30, 2021</span></b></p>

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

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%">
  <tr style="vertical-align: bottom">
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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: center"><b><span style="text-decoration: underline">For the Six Months Ended June 30, 2022</span></b></p>

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

<table cellpadding="0" cellspacing="0" 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>
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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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  <tr style="vertical-align: bottom; background-color: transparent">
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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: 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 Six Months Ended June 30, 2021</span></b></p>

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

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<head>
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<link rel="stylesheet" type="text/css" href="report.css">
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697458602048">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ProductInformationLineItems', window );"><strong>Product Information [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">$ 3,617,142<span></span>
</td>
<td class="nump">$ 648,668<span></span>
</td>
<td class="nump">$ 5,056,458<span></span>
</td>
<td class="nump">$ 2,803,422<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">2,334,528<span></span>
</td>
<td class="nump">918,427<span></span>
</td>
<td class="nump">3,551,778<span></span>
</td>
<td class="nump">2,570,209<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GrossProfit', window );">GROSS MARGIN</a></td>
<td class="nump">1,282,614<span></span>
</td>
<td class="num">(269,759)<span></span>
</td>
<td class="nump">1,504,680<span></span>
</td>
<td class="nump">233,213<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ResearchAndDevelopmentExpense', window );">Research and development</a></td>
<td class="nump">530,339<span></span>
</td>
<td class="nump">468,561<span></span>
</td>
<td class="nump">967,056<span></span>
</td>
<td class="nump">876,656<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GeneralAndAdministrativeExpense', window );">Administration</a></td>
<td class="nump">1,770,764<span></span>
</td>
<td class="nump">1,858,896<span></span>
</td>
<td class="nump">3,913,837<span></span>
</td>
<td class="nump">3,464,272<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingCostsAndExpenses', window );">Total Operating Expenses</a></td>
<td class="nump">2,677,089<span></span>
</td>
<td class="nump">2,678,708<span></span>
</td>
<td class="nump">5,540,773<span></span>
</td>
<td class="nump">5,003,981<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingIncomeLoss', window );">LOSS FROM OPERATIONS</a></td>
<td class="num">(1,394,475)<span></span>
</td>
<td class="num">(2,948,468)<span></span>
</td>
<td class="num">(4,036,093)<span></span>
</td>
<td class="num">(4,770,768)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">2,780,045<span></span>
</td>
<td class="nump">100,401<span></span>
</td>
<td class="nump">3,563,314<span></span>
</td>
<td class="nump">1,590,699<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">1,974,302<span></span>
</td>
<td class="nump">506,128<span></span>
</td>
<td class="nump">2,839,790<span></span>
</td>
<td class="nump">1,799,738<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="nump">837,097<span></span>
</td>
<td class="nump">548,267<span></span>
</td>
<td class="nump">1,493,144<span></span>
</td>
<td class="nump">1,212,723<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="nump">$ 360,226<span></span>
</td>
<td class="nump">412,299<span></span>
</td>
<td class="nump">$ 711,988<span></span>
</td>
<td class="nump">770,471<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_ScenarioPreviouslyReportedMember', window );">Previously Reported [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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">648,668<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,803,422<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,185,920<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,916,382<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GrossProfit', window );">GROSS MARGIN</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(1,537,252)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(2,112,960)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SellingAndMarketingExpense', window );">Sales and marketing</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">351,251<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">663,052<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ResearchAndDevelopmentExpense', window );">Research and development</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">79,131<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">140,164<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GeneralAndAdministrativeExpense', window );">Administration</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">980,834<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,854,592<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingCostsAndExpenses', window );">Total Operating Expenses</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,411,216<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,657,808<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingIncomeLoss', window );">LOSS FROM OPERATIONS</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(2,948,467)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(4,770,768)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_ScenarioPreviouslyReportedMember', window );">Previously Reported [Member] | 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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">100,401<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,590,699<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,214,370<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,109,855<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_ScenarioPreviouslyReportedMember', window );">Previously Reported [Member] | 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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">548,267<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,212,723<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">378,319<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">709,703<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_ScenarioPreviouslyReportedMember', window );">Previously Reported [Member] | Overhead [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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">593,231<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,096,824<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_RestatementAdjustmentMember', window );">Revision of Prior Period, Adjustment [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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">648,668<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,803,422<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">918,427<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,570,209<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GrossProfit', window );">GROSS MARGIN</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(269,759)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">233,213<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SellingAndMarketingExpense', window );">Sales and marketing</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">351,251<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">663,053<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ResearchAndDevelopmentExpense', window );">Research and development</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">468,561<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">876,656<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_GeneralAndAdministrativeExpense', window );">Administration</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,858,896<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,464,272<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingCostsAndExpenses', window );">Total Operating Expenses</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,678,708<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">5,003,981<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingIncomeLoss', window );">LOSS FROM OPERATIONS</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(2,948,467)<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="num">(4,770,768)<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_RestatementAdjustmentMember', window );">Revision of Prior Period, Adjustment [Member] | 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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">100,401<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,590,699<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">506,128<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,799,738<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_RestatementAxis=srt_RestatementAdjustmentMember', window );">Revision of Prior Period, Adjustment [Member] | 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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_Revenues', window );">Total Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">548,267<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,212,723<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CostOfRevenue', window );">Total Cost of Revenues</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 412,299<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 770,471<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_CostOfRevenue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 28<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=123596393&amp;loc=d3e14064-108612<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(g)(1)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iv))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.2)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 323<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=114001798&amp;loc=d3e33918-111571<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(i))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(B))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(A))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(i))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 12: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iii)(A))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 13: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(ii))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 14: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iv))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.4)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingCostsAndExpenses">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingCostsAndExpenses</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_OperatingIncomeLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 31<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8924-108599<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8906-108599<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (f)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</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_ProductInformationLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<tr>
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<a href="javascript:void(0);" onclick="top.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>
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<a href="javascript:void(0);" onclick="top.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="top.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="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
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<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>NATURE OF OPERATIONS, BASIS OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details Narrative) - USD ($)<br></strong></div></th>
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<th class="th" colspan="1">12 Months Ended</th>
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<th class="th"><div>Jun. 30, 2022</div></th>
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<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="top.Show.showAR( this, 'defref_duot_ConvertibleCommonSharesIssuedUponConversion', window );">Number of Shares upon Conversion</a></td>
<td class="nump">121,571<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Number of incentive stock options</a></td>
<td class="nump">986,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">431,266<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer2Member', window );">Customer 2 [Member] | Revenue Benchmark [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">22.00%<span></span>
</td>
<td class="nump">69.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer2Member', window );">Customer 2 [Member] | Accounts Receivable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">20.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer1Member', window );">Customer 1 [Member] | Revenue Benchmark [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">26.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer1Member', window );">Customer 1 [Member] | Accounts Receivable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">46.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">81.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">51.00%<span></span>
</td>
<td class="nump">75.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [Member] | Revenue Benchmark [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">24.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer3Member', window );">Customer 3 [Member] | Accounts Receivable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">15.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer4Member', window );">Customer 4 [Member] | Revenue Benchmark [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">18.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_Customer4Member', window );">Customer 4 [Member] | Accounts Receivable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">12.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_VendorOneMember', window );">Vendor One [Member] | Accounts Payable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">17.00%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">14.00%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_VendorTwoMember', window );">Vendor Two [Member] | Accounts Payable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">11.00%<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="top.Show.showAR( this, 'defref_srt_MajorCustomersAxis=duot_SuppliersTwoMember', window );">Suppliers Two [Member] | Accounts Payable [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="top.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="top.Show.showAR( this, 'defref_us-gaap_ConcentrationRiskPercentage1', window );">Concentration of Credit Risk</a></td>
<td class="nump">12.00%<span></span>
</td>
<td class="nump">21.00%<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_ConvertibleCommonSharesIssuedUponConversion">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Number of Shares upon Conversion.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ConvertibleCommonSharesIssuedUponConversion</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Number of warrants or rights outstanding.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 42<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e9054-108599<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 18<br> -URI https://asc.fasb.org/extlink&amp;oid=99393423&amp;loc=d3e6351-108592<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 20<br> -URI https://asc.fasb.org/extlink&amp;oid=123594938&amp;loc=d3e13531-108611<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 825<br> -SubTopic 10<br> -Section 50<br> -Paragraph 21<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=123594938&amp;loc=d3e13537-108611<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 275<br> -SubTopic 10<br> -Section 50<br> -Paragraph 20<br> -URI https://asc.fasb.org/extlink&amp;oid=99393423&amp;loc=d3e6404-108592<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_StatementClassOfStockAxis=duot_SeriesBConvertiblePreferredStockMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_Customer2Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_Customer2Member</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_ConcentrationRiskByBenchmarkAxis=us-gaap_AccountsReceivableMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_srt_MajorCustomersAxis=duot_Customer3Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_Customer3Member</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_StatementGeographicalAxis=country_US">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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=country_US</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_Customer4Member">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_Customer4Member</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_VendorOneMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_VendorOneMember</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_ConcentrationRiskByBenchmarkAxis=us-gaap_AccountsPayableMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_AccountsPayableMember</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_VendorTwoMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_VendorTwoMember</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_srt_MajorCustomersAxis=duot_SuppliersTwoMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_SuppliersTwoMember</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>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462567232">
<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">3 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
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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="text">&#160;<span></span>
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<td class="nump">$ 1,342,672<span></span>
</td>
<td class="nump">$ 2,952,880<span></span>
</td>
<td class="nump">$ 3,987,288<span></span>
</td>
<td class="nump">$ 3,358,903<span></span>
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<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="top.Show.showAR( this, 'defref_us-gaap_NetCashProvidedByUsedInOperatingActivities', window );">Net cash used in operations</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">287,784<span></span>
</td>
<td class="num">$ (3,218,903)<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="top.Show.showAR( this, 'defref_duot_WorkingCapitalDeficit', window );">Working capital deficit</a></td>
<td class="nump">1,221,567<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,221,567<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="top.Show.showAR( this, 'defref_us-gaap_RetainedEarningsAccumulatedDeficit', window );">Accumulated deficit</a></td>
<td class="nump">49,484,339<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">49,484,339<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 45,497,051<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SecuredDebt', window );">Secured loan</a></td>
<td class="nump">$ 1,410,270<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,410,270<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="top.Show.showAR( this, 'defref_us-gaap_ProceedsFromOtherDebt', window );">Net proceeds bebt</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 5,500,000<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_WorkingCapitalDeficit">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Working capital deficit.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_WorkingCapitalDeficit</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_NetCashProvidedByUsedInOperatingActivities">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 25<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3536-108585<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 24<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3521-108585<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_NetCashProvidedByUsedInOperatingActivities</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>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_NetIncomeLoss">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ 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>
</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_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OrganizationConsolidationAndPresentationOfFinancialStatementsAbstract</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_ProceedsFromOtherDebt">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of cash inflow from debt classified as other.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3255-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ProceedsFromOtherDebt</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_RetainedEarningsAccumulatedDeficit">
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>The cumulative amount of the reporting entity's undistributed earnings or deficit.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(30)(a)(3))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 852<br> -SubTopic 10<br> -Section 55<br> -Paragraph 10<br> -URI https://asc.fasb.org/extlink&amp;oid=84165509&amp;loc=d3e56426-112766<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(23)(a)(4))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 40<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (h)(2)<br> -URI https://asc.fasb.org/extlink&amp;oid=124501264&amp;loc=SL117420844-207641<br><br>Reference 5: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 40<br> -Section 65<br> -Paragraph 2<br> -Subparagraph (g)(2)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=124501264&amp;loc=SL117420844-207641<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Carrying value as of the balance sheet date, including the current and noncurrent portions, of collateralized debt obligations (with maturities initially due after one year or beyond the operating cycle, if longer). Such obligations include mortgage loans, chattel loans, and any other borrowings secured by assets of the borrower.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(16))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(16))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_SecuredDebt</td>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697460853424">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>DEBT (Details - Schedule of Notes Payable - Financing Agreements) - USD ($)<br></strong></div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShortTermDebtLineItems', window );"><strong>Short-Term Debt [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 166,686<span></span>
</td>
<td class="nump">$ 52,503<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 10,317<span></span>
</td>
<td class="nump">$ 22,266<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LongTermDebtPercentageBearingFixedInterestRate', window );">Notes Payable, Interest</a></td>
<td class="nump">7.75%<span></span>
</td>
<td class="nump">7.75%<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 52,441<span></span>
</td>
<td class="nump">$ 12,667<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LongTermDebtPercentageBearingFixedInterestRate', window );">Notes Payable, Interest</a></td>
<td class="nump">6.24%<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 3,918<span></span>
</td>
<td class="nump">$ 17,570<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_OtherNotesPayableCurrent', window );">Notes Payable, Principal</a></td>
<td class="nump">$ 100,010<span></span>
</td>
<td class="text"> <span></span>
</td>
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<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_LongTermDebtPercentageBearingFixedInterestRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.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="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697467233744">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>DEBT (Details - Schedule of Notes Payable - Related Parties) - USD ($)<br></strong></div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_DebtDisclosureAbstract', window );"><strong>Debt Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths', window );">2022</a></td>
<td class="nump">$ 33,441<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="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityPaymentsDueYearTwo', window );">2023</a></td>
<td class="nump">23,515<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityPaymentsDue', window );">Total minimum equipment financing payments</a></td>
<td class="nump">56,956<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="top.Show.showAR( this, 'defref_duot_LesseeFinanceLeaseLiabilityImputedInterest', window );">Less: interest</a></td>
<td class="num">(2,583)<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="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiability', window );">Total equipment financing at June 30, 2022</a></td>
<td class="nump">54,373<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="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityCurrent', window );">Less: current portion of equipment financing</a></td>
<td class="nump">54,373<span></span>
</td>
<td class="nump">$ 80,335<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_FinanceLeaseLiabilityNoncurrent', window );">Long term portion of equipment financing</a></td>
<td class="text"> <span></span>
</td>
<td class="nump">$ 22,851<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_duot_LesseeFinanceLeaseLiabilityImputedInterest">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Imputed interest on finance lease liabilities.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeFinanceLeaseLiabilityImputedInterest</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_DebtDisclosureAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_DebtDisclosureAbstract</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_FinanceLeaseLiability">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from finance lease.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiability</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityNoncurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Present value of lessee's discounted obligation for lease payments from finance lease, classified as noncurrent.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityNoncurrent</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_FinanceLeaseLiabilityPaymentsDue">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payments for finance lease.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityPaymentsDue</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_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for finance 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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityPaymentsDueNextTwelveMonths</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_FinanceLeaseLiabilityPaymentsDueYearTwo">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for finance 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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_FinanceLeaseLiabilityPaymentsDueYearTwo</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>
</div>
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</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>36
<FILENAME>R26.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697460567504">
<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="4">1 Months Ended</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>
</tr>
<tr>
<th class="th"><div>Apr. 15, 2022</div></th>
<th class="th"><div>Apr. 15, 2021</div></th>
<th class="th"><div>Apr. 06, 2021</div></th>
<th class="th"><div>Feb. 03, 2020</div></th>
<th class="th"><div>Sep. 15, 2021</div></th>
<th class="th"><div>Dec. 23, 2020</div></th>
<th class="th"><div>May 22, 2020</div></th>
<th class="th"><div>Aug. 26, 2019</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Feb. 03, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
<th class="th"><div>Feb. 03, 2021</div></th>
<th class="th"><div>Sep. 15, 2020</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.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="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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.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>
<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="top.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="nump">$ 22,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 10,317<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 22,266<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="top.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="nump">7.75%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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="nump">$ 2,104<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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>
<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="top.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>
<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="top.Show.showAR( this, 'defref_us-gaap_NotesPayable', window );">Notes payable outstanding balance</a></td>
<td class="nump">$ 63,766<span></span>
</td>
<td class="nump">$ 62,041<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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">52,441<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">12,667<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="top.Show.showAR( this, 'defref_us-gaap_DerivativeFixedInterestRate', window );">Interest rate</a></td>
<td class="nump">6.24%<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>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.Show.showAR( this, 'defref_us-gaap_DebtInstrumentPeriodicPayment', window );">Monthly installments of principal and interest</a></td>
<td class="nump">$ 5,979<span></span>
</td>
<td class="nump">$ 6,383<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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>
<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="top.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>
<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="top.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="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,918<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">17,570<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 19,965<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
<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="top.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>
<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="top.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="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">100,010<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">0<span></span>
</td>
<td class="nump">$ 215,654<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="top.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">$ 17,899<span></span>
</td>
<td class="nump">$ 20,074<span></span>
</td>
<td class="nump">$ 1,997<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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>
<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="top.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>
<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="top.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="nump">$ 147,810<span></span>
</td>
<td class="nump">$ 54,373<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 103,186<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="top.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="nump">12.72%<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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="nump">$ 4,963<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></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_us-gaap_DebtInstrumentPeriodicPayment">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 470<br> -Section 50<br> -Paragraph 3<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=123599511&amp;loc=d3e64711-112823<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Fixed interest rate related to the interest rate derivative.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03(a)(16))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03(16))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ShortTermDebtLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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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>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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
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<tr>
<td><strong> Balance Type:</strong></td>
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<tr>
<td><strong> Period Type:</strong></td>
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</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</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_EquipmentFinancingMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</table></div>
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<DOCUMENT>
<TYPE>XML
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<head>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462679392">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>COMMITMENTS AND CONTINGENCIES (Details - Schedule of Supplemental Information Related Leases) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">6 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract', window );"><strong>Commitments and Contingencies Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseCost', window );">Operating lease cost</a></td>
<td class="nump">$ 389,813<span></span>
</td>
<td class="nump">$ 145,856<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShortTermLeaseCost', window );">Short term lease Cost</a></td>
<td class="nump">17,922<span></span>
</td>
<td class="nump">10,806<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PaymentsForRent', window );">Operating cash outflow used for operating leases</a></td>
<td class="nump">$ 185,000<span></span>
</td>
<td class="nump">$ 151,568<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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">12.00%<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1', window );">Weighted average remaining lease term</a></td>
<td class="text">9 years 10 months 24 days<span></span>
</td>
<td class="text">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_us-gaap_CommitmentsAndContingenciesDisclosureAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 55<br> -Paragraph 53<br> -URI https://asc.fasb.org/extlink&amp;oid=123414884&amp;loc=SL77918982-209971<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918686-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(4)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918686-209980<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 55<br> -Paragraph 53<br> -URI https://asc.fasb.org/extlink&amp;oid=123414884&amp;loc=SL77918982-209971<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 55<br> -Paragraph 53<br> -URI https://asc.fasb.org/extlink&amp;oid=123414884&amp;loc=SL77918982-209971<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (g)(3)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918686-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 25<br> -Subparagraph (g)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3536-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918686-209980<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 55<br> -Paragraph 53<br> -URI https://asc.fasb.org/extlink&amp;oid=123414884&amp;loc=SL77918982-209971<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462845360">
<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>Jun. 30, 2022 </div>
<div>USD ($)</div>
</th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CommitmentsAndContingenciesDisclosureAbstract', window );"><strong>Commitments and Contingencies Disclosure [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths', window );">&#160;&#160;&#160;2022</a></td>
<td class="nump">$ 193,988<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo', window );">&#160;&#160;&#160;2023</a></td>
<td class="nump">696,869<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree', window );">&#160;&#160;&#160;2024</a></td>
<td class="nump">779,087<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour', window );">&#160;&#160;&#160;2025</a></td>
<td class="nump">798,556<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive', window );">&#160;&#160;&#160;2026</a></td>
<td class="nump">818,518<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive', window );">&#160;&#160;&#160;Thereafter</a></td>
<td class="nump">4,803,472<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDue', window );">&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments</a></td>
<td class="nump">8,090,490<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount', window );">Less: Impact of discounting</a></td>
<td class="num">(2,988,921)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiability', window );">Total present value of operating lease obligations</a></td>
<td class="nump">5,101,569<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="top.Show.showAR( this, 'defref_duot_CurrentPortion', window );">Current portion</a></td>
<td class="nump">510,028<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="top.Show.showAR( this, 'defref_duot_OperatingLeaseLiabilityLessCurrentPortion', window );">Operating lease obligations, less current portion</a></td>
<td class="nump">$ 4,591,541<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingLeaseLiabilityLessCurrentPortion">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease due after fifth 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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeOperatingLeaseLiabilityPaymentsDueYearFive">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of lessee's undiscounted obligation for lease payment for operating lease to be paid in fifth 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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeOperatingLeaseLiabilityPaymentsDueYearFive</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_LesseeOperatingLeaseLiabilityUndiscountedExcessAmount">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -URI https://asc.fasb.org/extlink&amp;oid=128292326&amp;loc=SL77918701-209980<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</div>
</body>
</html>
</TEXT>
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<DESCRIPTION>IDEA: XBRL DOCUMENT
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697458422352">
<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">1 Months Ended</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>
</tr>
<tr>
<th class="th">
<div>Jul. 26, 2021 </div>
<div>USD ($) </div>
<div>ft&#178;</div>
</th>
<th class="th">
<div>Jun. 30, 2022 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Dec. 31, 2021 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Nov. 24, 2021 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Mar. 02, 2021 </div>
<div>USD ($)</div>
</th>
<th class="th">
<div>Jul. 10, 2020 </div>
<div>USD ($)</div>
</th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_duot_AreaOfLease', window );">Area of Lease | ft&#178;</a></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" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseLiabilityCurrent', window );">Operating lease liability</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 510,028<span></span>
</td>
<td class="nump">$ 315,302<span></span>
</td>
<td class="nump">$ 4,980,104<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="top.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="top.Show.showAR( this, 'defref_us-gaap_SecurityDepositLiability', window );">Security Deposit payment</a></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>
<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="top.Show.showAR( this, 'defref_us-gaap_OperatingLeaseRightOfUseAsset', window );">Operating lease right of use asset</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">4,767,219<span></span>
</td>
<td class="nump">4,925,765<span></span>
</td>
<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="top.Show.showAR( this, 'defref_us-gaap_AccruedLiabilitiesCurrent', window );">Accrued Liabilities, Current</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">515,477<span></span>
</td>
<td class="nump">$ 618,093<span></span>
</td>
<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="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 75,000<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="top.Show.showAR( this, 'defref_duot_OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement', window );">One-time charge which will be amortized in equal amounts over the 36-month term of the 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">747,788<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="top.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="nump">$ 124,631<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="top.Show.showAR( this, 'defref_us-gaap_AccruedLiabilitiesCurrent', window );">Accrued Liabilities, Current</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 354,000<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 custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_PaymentTwoSeparationAgreementForLifeInsurance', window );">Current life insurance</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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">$ 1,200<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Compensation to be paid in addition to base salary in separation payments.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Net lease area of properties owned.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>One-time charge which will be amortized in equal amounts over the 36-month term of the separation agreement.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Payment of lump sum amount equal to the first six (6) months of payments owed to the Executive then continue to pay Executive in bi-weekly installments for thirty (30) months thereafter, as contemplated in the Employment Agreement.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PaymentTwoSeparationAgreementForLifeInsurance">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Payment one-half of the Executive's current life insurance premiums for thirty-six (36) months and provide and pay for the Executive's health insurance for eighteen (18) months following the Separation of approximately $1,700.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PaymentTwoSeparationAgreementForLifeInsurance</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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AccruedLiabilitiesCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<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> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_DeferredCompensationArrangementWithIndividualExcludingShareBasedPaymentsAndPostretirementBenefitsLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingLeaseLiabilityCurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_OperatingLeaseRightOfUseAsset">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 842<br> -SubTopic 20<br> -Section 45<br> -Paragraph 1<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=123391704&amp;loc=SL77918627-209977<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03.15(a))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
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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>
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</table></div>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697454226224">
<tr>
<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>
<th class="th" colspan="1"></th>
<th class="th" colspan="3">1 Months Ended</th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Feb. 03, 2022</div></th>
<th class="th"><div>Jan. 11, 2022</div></th>
<th class="th"><div>May 12, 2021</div></th>
<th class="th"><div>Nov. 24, 2017</div></th>
<th class="th"><div>Feb. 21, 2022</div></th>
<th class="th"><div>Jan. 31, 2022</div></th>
<th class="th"><div>Feb. 26, 2021</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Mar. 31, 2022</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</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="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ConversionOfStockSharesIssued1', window );">Conversion shares</a></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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CommonStockConvertibleConversionPriceIncrease', window );">Conversion price</a></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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesNewIssues', window );">Number of shares issued at shares</a></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="nump">198,750<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>
<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="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueNewIssues', window );">Common stock issued for services, value</a></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="nump">$ 795,000<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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_SharePrice', window );">Share price</a></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="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="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="top.Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceInitialPublicOffering', window );">Proceeds from offering cost</a></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="nump">$ 739,350<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.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="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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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="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="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock 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="nump">10,000,000<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="nump">10,000,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="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="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="top.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="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="nump">$ 6.41<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="top.Show.showAR( this, 'defref_duot_TotalCompensationCostForStockOptions', window );">Total compensation cost for 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="nump">$ 961,405<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 961,405<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="top.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="nump">665,000<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="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1', window );">Vesting 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">5 years<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="top.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="nump">1,563,708<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,563,708<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="top.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">3 years 6 months<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="top.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="nump">72.00%<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="top.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="nump">97.00%<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="top.Show.showAR( this, 'defref_us-gaap_AccruedPayrollTaxesCurrentAndNoncurrent', window );">Payroll taxes payable</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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">$ 38,969<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 38,969<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="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensation', window );">Stock based compensation</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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">$ 438,809<span></span>
</td>
<td class="nump">$ 153,163<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="top.Show.showAR( this, 'defref_us-gaap_ClassOfWarrantOrRightOutstanding', window );">Warrants 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="nump">1,376,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,376,466<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="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Options 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="nump">986,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">986,266<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">431,266<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_AwardTypeAxis=duot_EmployeeStockOption1Member', window );">Employee Stock Option 1 [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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Options 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="nump">110,000<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">110,000<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="top.Show.showAR( this, 'defref_us-gaap_AwardTypeAxis=us-gaap_WarrantMember', window );">Warrant [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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights', window );">Warrant 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="nump">0<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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ClassOfWarrantOrRightOutstanding', window );">Warrants 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="nump">1,376,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,376,466<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">1,376,466<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodSharesNewIssues', window );">Number of shares issued at shares</a></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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Options 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="nump">665,000<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="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="top.Show.showAR( this, 'defref_us-gaap_PlanNameAxis=duot_Plan2016Member', window );">2016 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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Options 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="nump">271,266<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="nump">271,266<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber', window );">Options 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="nump">160,000<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="nump">160,000<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">$ 438,809<span></span>
</td>
<td class="nump">$ 153,163<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="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ProceedsFromIssuanceOfConvertiblePreferredStock', window );">Proceeds from issuance of preffeed 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">$ 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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StockIssuedDuringPeriodValueIssuedForServices', window );">Stock issued for services</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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<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>
</tr>
<tr class="re">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ConversionOfStockSharesIssued1', window );">Conversion shares</a></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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">0<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="nump">2,500<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock 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="nump">5,000<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="nump">5,000<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">$ 1,000<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="nump">$ 1,000<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">0<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="nump">2,500<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="top.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="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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">15,000<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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ConversionOfStockAmountConverted1', window );">Conversion of 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="nump">$ 1,000<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="top.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="nump">$ 7.00<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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementClassOfStockAxis=duot_SeriesBConvertiblePreferredStockMember', window );">Series B Convertible Preferred Stock [Member] | Equity Unit Purchase Agreements [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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">2,830<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<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="top.Show.showAR( this, 'defref_us-gaap_ConversionOfStockAmountConverted1', window );">Conversion of 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="nump">$ 2,830,000<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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="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>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="nump">851<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="nump">851<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PreferredStockSharesAuthorized', window );">Preferred stock 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="nump">15,000<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="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="top.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="nump">$ 1,000<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="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="top.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="nump">851<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="nump">851<span></span>
</td>
</tr>
</table>
<div style="display: none;">
<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_TotalCompensationCostForStockOptions">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AccruedPayrollTaxesCurrentAndNoncurrent">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Carrying value as of the balance sheet date of obligations incurred and payable for statutory payroll taxes incurred through that date and withheld from employees pertaining to services received from them, including entity's matching share of the employees FICA taxes and contributions to the state and federal unemployment insurance programs.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 942<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.9-03.15(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126897435&amp;loc=d3e534808-122878<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 944<br> -SubTopic 210<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.7-03.15(a))<br> -URI https://asc.fasb.org/extlink&amp;oid=126734703&amp;loc=d3e572229-122910<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_AccruedPayrollTaxesCurrentAndNoncurrent</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_AllocatedShareBasedCompensationExpense">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (h)(1)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21475-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Number of securities into which the class of warrant or right may be converted. For example, but not limited to, 500,000 warrants may be converted into 1,000,000 shares.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21475-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights</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_ClassOfWarrantOrRightOutstanding">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Number of warrants or rights outstanding.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CommonStockConvertibleConversionPriceIncrease">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21475-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 710<br> -SubTopic 10<br> -Section 25<br> -Paragraph 16<br> -URI https://asc.fasb.org/extlink&amp;oid=123585891&amp;loc=d3e19833-108362<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 710<br> -SubTopic 10<br> -Section 25<br> -Paragraph 17<br> -URI https://asc.fasb.org/extlink&amp;oid=123585891&amp;loc=d3e19850-108362<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4313-108586<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4332-108586<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4304-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ConversionOfStockSharesIssued1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4332-108586<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4313-108586<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 50<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126999549&amp;loc=d3e4304-108586<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
<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_DebtInstrumentConvertibleConversionPrice1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 20<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=123466204&amp;loc=SL6031898-161870<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1B<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=123466505&amp;loc=SL123495323-112611<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PreferredStockParOrStatedValuePerShare">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_PreferredStockSharesAuthorized">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 13<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=SL123496158-112644<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ProceedsFromIssuanceInitialPublicOffering">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3255-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 14<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3255-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 860<br> -SubTopic 20<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (c)<br> -URI https://asc.fasb.org/extlink&amp;oid=121570589&amp;loc=d3e107314-111719<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount of noncash expense for share-based payment arrangement.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 230<br> -SubTopic 10<br> -Section 45<br> -Paragraph 28<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126954810&amp;loc=d3e3602-108585<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Period over which grantee's right to exercise award under share-based payment arrangement is no longer contingent on satisfaction of service or performance condition, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents reported fact of one year, five months, and thirteen days. Includes, but is not limited to, combination of market, performance or service condition.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (a)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1</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_ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(ii)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(ii)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (c)(1)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_SharePrice">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 718<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(2)(i)<br> -URI https://asc.fasb.org/extlink&amp;oid=128089324&amp;loc=d3e5070-113901<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_StockIssuedDuringPeriodSharesIssuedForServices">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Number of new stock issued during the period.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21463-112644<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.3-04)<br> -URI https://asc.fasb.org/extlink&amp;oid=120397183&amp;loc=d3e187085-122770<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 505<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126973232&amp;loc=d3e21463-112644<br><br>Reference 3: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(29))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br><br>Reference 4: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 210<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.5-02(28))<br> -URI https://asc.fasb.org/extlink&amp;oid=120391452&amp;loc=d3e13212-122682<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
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<tr>
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<td><strong> Name:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>na</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Details</a><div><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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<td><strong> Name:</strong></td>
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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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</head>
<body>
<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697467314016">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>REVENUE (Details - Contract Assets) - USD ($)<br></strong></div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_CostsAndEstimatedEarningsRecognized', window );">Cumulative revenues recognized</a></td>
<td class="nump">$ 2,018,047<span></span>
</td>
<td class="nump">$ 5,266,930<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="top.Show.showAR( this, 'defref_duot_BillingsOrCashReceived', window );">Less: Billings or cash received</a></td>
<td class="num">(1,315,675)<span></span>
</td>
<td class="num">(5,263,481)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ContractWithCustomerAssetNetCurrent', window );">Contract assets</a></td>
<td class="nump">$ 702,372<span></span>
</td>
<td class="nump">$ 3,449<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Billings or cash received.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Costs and estimated earnings recognized.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130531-203044<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 3<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130533-203044<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130549-203045<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_RevenueFromContractWithCustomerAbstract">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</div></td></tr>
</table>
</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>42
<FILENAME>R32.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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							e.nextSibling.style.display='block';
							} else { e.nextSibling.style.display='none'; }
							}</script>
</head>
<body>
<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697460684432">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>REVENUE (Details - Contract Liabilities) - USD ($)<br></strong></div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Dec. 31, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerAbstract', window );"><strong>Revenue from Contract with Customer [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_BillingsAndorCashReceiptsOnUncompletedContracts', window );">Billings and/or cash receipts on uncompleted contracts</a></td>
<td class="nump">$ 6,340,948<span></span>
</td>
<td class="nump">$ 4,273,726<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="top.Show.showAR( this, 'defref_duot_CostAndEstimatedEarningsRecognized', window );">Less: Cumulative revenues recognized</a></td>
<td class="num">(2,431,095)<span></span>
</td>
<td class="num">(3,041,088)<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_ContractLiabilitiesTechnologiesSystems', window );">Contract liabilities, technologies systems</a></td>
<td class="nump">3,909,853<span></span>
</td>
<td class="nump">1,232,638<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="top.Show.showAR( this, 'defref_duot_ContractLiabilitiesServicesAndConsulting', window );">Contract liabilities, services and consulting</a></td>
<td class="nump">1,105,597<span></span>
</td>
<td class="nump">596,673<span></span>
</td>
</tr>
<tr class="rou">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_ContractWithCustomerLiability', window );">Total contract liabilities</a></td>
<td class="nump">$ 5,015,450<span></span>
</td>
<td class="nump">$ 1,829,311<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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Costs and estimated earnings recognized.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Costs and estimated earnings recognized.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 1<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130531-203044<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 8<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130549-203045<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 45<br> -Paragraph 2<br> -URI https://asc.fasb.org/extlink&amp;oid=126919976&amp;loc=SL49130532-203044<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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>
</div></td></tr>
</table>
</div>
</body>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>43
<FILENAME>R33.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
							function toggleNextSibling (e) {
							if (e.nextSibling.style.display=='none') {
							e.nextSibling.style.display='block';
							} else { e.nextSibling.style.display='none'; }
							}</script>
</head>
<body>
<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697459356528">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>REVENUE (Details -Disaggregated Revenue) - USD ($)<br></strong></div></th>
<th class="th" colspan="2">3 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_DisaggregationOfRevenueLineItems', window );"><strong>Disaggregation of Revenue [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">$ 3,617,142<span></span>
</td>
<td class="nump">$ 648,668<span></span>
</td>
<td class="nump">$ 5,056,458<span></span>
</td>
<td class="nump">$ 2,803,422<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">2,693,943<span></span>
</td>
<td class="nump">100,401<span></span>
</td>
<td class="nump">3,346,021<span></span>
</td>
<td class="nump">1,721,291<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">86,102<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">217,291<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="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">837,097<span></span>
</td>
<td class="nump">548,267<span></span>
</td>
<td class="nump">1,493,146<span></span>
</td>
<td class="nump">1,082,131<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">2,693,943<span></span>
</td>
<td class="nump">100,401<span></span>
</td>
<td class="nump">3,346,021<span></span>
</td>
<td class="nump">1,433,599<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">837,097<span></span>
</td>
<td class="nump">547,472<span></span>
</td>
<td class="nump">1,493,146<span></span>
</td>
<td class="nump">1,078,951<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">86,102<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">217,291<span></span>
</td>
<td class="nump">157,100<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_ProductOrServiceAxis=duot_DataCenterAuditingServicesMember', window );">Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></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">130,592<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">3,315,171<span></span>
</td>
<td class="nump">466,628<span></span>
</td>
<td class="nump">4,322,444<span></span>
</td>
<td class="nump">2,224,074<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">2,675,426<span></span>
</td>
<td class="nump">3,895<span></span>
</td>
<td class="nump">3,196,081<span></span>
</td>
<td class="nump">1,327,217<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">639,745<span></span>
</td>
<td class="nump">462,733<span></span>
</td>
<td class="nump">1,126,363<span></span>
</td>
<td class="nump">896,857<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">2,675,426<span></span>
</td>
<td class="nump">3,895<span></span>
</td>
<td class="nump">3,196,081<span></span>
</td>
<td class="nump">1,327,217<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">639,745<span></span>
</td>
<td class="nump">462,733<span></span>
</td>
<td class="nump">1,126,363<span></span>
</td>
<td class="nump">896,857<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Software License [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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember', window );">Rail [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">26,697<span></span>
</td>
<td class="nump">57,600<span></span>
</td>
<td class="nump">43,997<span></span>
</td>
<td class="nump">113,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="num">(498)<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">26,697<span></span>
</td>
<td class="nump">57,600<span></span>
</td>
<td class="nump">44,495<span></span>
</td>
<td class="nump">113,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.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="num">(498)<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">26,697<span></span>
</td>
<td class="nump">57,600<span></span>
</td>
<td class="nump">44,495<span></span>
</td>
<td class="nump">113,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Software License [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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_CommercialMember', window );">Commercial [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">38,737<span></span>
</td>
<td class="nump">116,727<span></span>
</td>
<td class="nump">190,879<span></span>
</td>
<td class="nump">145,287<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">18,517<span></span>
</td>
<td class="nump">96,506<span></span>
</td>
<td class="nump">150,438<span></span>
</td>
<td class="nump">104,845<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">20,220<span></span>
</td>
<td class="nump">20,221<span></span>
</td>
<td class="nump">40,441<span></span>
</td>
<td class="nump">40,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Software License [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="top.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="top.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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">18,517<span></span>
</td>
<td class="nump">96,506<span></span>
</td>
<td class="nump">150,438<span></span>
</td>
<td class="nump">104,845<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">20,220<span></span>
</td>
<td class="nump">20,221<span></span>
</td>
<td class="nump">40,441<span></span>
</td>
<td class="nump">40,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text"> <span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_GovernmentsMember', window );">Governments [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">236,537<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
<td class="nump">499,138<span></span>
</td>
<td class="nump">161,086<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="nump">157,100<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">86,102<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">217,291<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">150,435<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
<td class="nump">281,847<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [Member] | Software License [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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">150,435<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
<td class="nump">281,847<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">86,102<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">217,291<span></span>
</td>
<td class="nump">157,100<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember', window );">A I [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,932<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">25,761<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="top.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="top.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="nump">1,537<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text"> <span></span>
</td>
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<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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>
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<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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>
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<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,932<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">24,224<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [Member] | Software License [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="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="top.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="top.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="nump">1,537<span></span>
</td>
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<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,932<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">24,224<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_BankingsMember', window );">Bankings [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">795<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">133,772<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="nump">130,592<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">795<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,180<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [Member] | Software License [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">795<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,180<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<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="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_ItSuppliersMember', window );">It Suppliers [Member] | Data Center Auditing Services [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></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">130,592<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_StatementBusinessSegmentsAxis=duot_SoftwareLicenseMember', window );">Software License [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">795<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">3,180<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">3,617,142<span></span>
</td>
<td class="nump">648,668<span></span>
</td>
<td class="nump">5,056,458<span></span>
</td>
<td class="nump">2,803,422<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">3,315,171<span></span>
</td>
<td class="nump">466,628<span></span>
</td>
<td class="nump">4,322,444<span></span>
</td>
<td class="nump">2,224,074<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">26,697<span></span>
</td>
<td class="nump">57,600<span></span>
</td>
<td class="nump">43,997<span></span>
</td>
<td class="nump">113,442<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">38,737<span></span>
</td>
<td class="nump">116,727<span></span>
</td>
<td class="nump">190,879<span></span>
</td>
<td class="nump">145,287<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | A I [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="nump">$ 236,537<span></span>
</td>
<td class="nump">3,986<span></span>
</td>
<td class="nump">$ 499,138<span></span>
</td>
<td class="nump">161,086<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | Bankings [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">2,932<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">25,761<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_StatementGeographicalAxis=srt_NorthAmericaMember', window );">North America [Member] | It Suppliers [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="top.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="top.Show.showAR( this, 'defref_us-gaap_RevenueFromContractWithCustomerExcludingAssessedTax', window );">Revenue</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 795<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 133,772<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_DisaggregationOfRevenueLineItems">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_DisaggregationOfRevenueLineItems</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>
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<tr>
<td><strong> Period Type:</strong></td>
<td>duration</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_RevenueFromContractWithCustomerExcludingAssessedTax">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 30<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8906-108599<br><br>Reference 2: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 40<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e9031-108599<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 41<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e9038-108599<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 5: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 32<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8933-108599<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 4<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130543-203045<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -Subparagraph (b)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 22<br> -Subparagraph (a)<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e8736-108599<br><br>Reference 9: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 280<br> -SubTopic 10<br> -Section 50<br> -Paragraph 42<br> -URI https://asc.fasb.org/extlink&amp;oid=126901519&amp;loc=d3e9054-108599<br><br>Reference 10: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 606<br> -SubTopic 10<br> -Section 50<br> -Paragraph 5<br> -URI https://asc.fasb.org/extlink&amp;oid=126920106&amp;loc=SL49130545-203045<br><br>Reference 11: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 924<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SAB Topic 11.L)<br> -URI https://asc.fasb.org/extlink&amp;oid=6472922&amp;loc=d3e499488-122856<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_RevenueFromContractWithCustomerExcludingAssessedTax</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_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsTransferredOverTimeMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsTransferredOverTimeMember</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_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsDeliveredAtPointInTimeMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_TimingOfTransferOfGoodOrServiceAxis=duot_GoodsDeliveredAtPointInTimeMember</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>
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</table></div>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_TimingOfTransferOfGoodOrServiceAxis=duot_ServicesTransferredOverTimeMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_TimingOfTransferOfGoodOrServiceAxis=duot_ServicesTransferredOverTimeMember</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_srt_ProductOrServiceAxis=duot_TurnkeyProjectsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_TurnkeyProjectsMember</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_ProductOrServiceAxis=duot_MaintenanceAndSupportMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</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_ProductOrServiceAxis=duot_AlgorithmsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>na</td>
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<tr>
<td><strong> Balance Type:</strong></td>
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<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_srt_ProductOrServiceAxis=duot_DataCenterAuditingServicesMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_DataCenterAuditingServicesMember</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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<tr>
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<tr>
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</table></div>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementBusinessSegmentsAxis=duot_RailMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_RailMember</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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</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_ProductOrServiceAxis=duot_SoftwareLicenseMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_SoftwareLicenseMember</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_StatementBusinessSegmentsAxis=duot_CommercialMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_CommercialMember</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_StatementBusinessSegmentsAxis=duot_GovernmentsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</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_TimingOfTransferOfGoodOrServiceAxis=duot_SoftwareLicenseMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_TimingOfTransferOfGoodOrServiceAxis=duot_SoftwareLicenseMember</td>
</tr>
<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>
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</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_us-gaap_StatementBusinessSegmentsAxis=duot_AIMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_AIMember</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_StatementBusinessSegmentsAxis=duot_BankingsMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_BankingsMember</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_StatementBusinessSegmentsAxis=duot_ItSuppliersMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_ItSuppliersMember</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_StatementBusinessSegmentsAxis=duot_SoftwareLicenseMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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_SoftwareLicenseMember</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>
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<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_StatementGeographicalAxis=srt_NorthAmericaMember">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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>
</tr>
<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>
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<td></td>
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<DOCUMENT>
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<html>
<head>
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697466559456">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>DEFINED CONTRIBUTION PLAN (Details Narrative)<br></strong></div></th>
<th class="th" colspan="1">6 Months Ended</th>
</tr>
<tr><th class="th">
<div>Jun. 30, 2022 </div>
<div>USD ($)</div>
</th></tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_CompensationAndRetirementDisclosureAbstract', window );"><strong>Retirement Benefits [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_DefinedBenefitPlanServiceCost', window );">Cash contributions</a></td>
<td class="nump">$ 64,909<span></span>
</td>
</tr>
</table>
<div style="display: none;">
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_CompensationAndRetirementDisclosureAbstract</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_DefinedBenefitPlanServiceCost">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="top.Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (h)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=123447040&amp;loc=d3e1928-114920<br><br>Reference 2: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 20<br> -Section 55<br> -Paragraph 17<br> -URI https://asc.fasb.org/extlink&amp;oid=123450688&amp;loc=d3e4179-114921<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 20<br> -Section 50<br> -Paragraph 6<br> -Subparagraph (a)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=123447040&amp;loc=d3e2709-114920<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 20<br> -Section 50<br> -Paragraph 1<br> -Subparagraph (a)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=123447040&amp;loc=d3e1928-114920<br><br>Reference 5: http://www.xbrl.org/2003/role/exampleRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 715<br> -SubTopic 20<br> -Section 55<br> -Paragraph 18<br> -URI https://asc.fasb.org/extlink&amp;oid=123450688&amp;loc=d3e4587-114921<br></p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ 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_DefinedBenefitPlanServiceCost</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>
</html>
</TEXT>
</DOCUMENT>
<DOCUMENT>
<TYPE>XML
<SEQUENCE>45
<FILENAME>R35.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="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;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697467353744">
<tr>
<th class="tl" colspan="1" rowspan="2"><div style="width: 200px;"><strong>RELATED PARTY TRANSACTIONS (Details Narrative) - USD ($)<br></strong></div></th>
<th class="th" colspan="3">1 Months Ended</th>
<th class="th" colspan="2">6 Months Ended</th>
<th class="th" colspan="1"></th>
</tr>
<tr>
<th class="th"><div>Jun. 30, 2019</div></th>
<th class="th"><div>Feb. 28, 2019</div></th>
<th class="th"><div>Jan. 31, 2019</div></th>
<th class="th"><div>Jun. 30, 2022</div></th>
<th class="th"><div>Jun. 30, 2021</div></th>
<th class="th"><div>Jan. 02, 2021</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_RelatedPartyCosts', window );">Related party cost</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="nump">$ 25,583<span></span>
</td>
<td class="nump">$ 16,250<span></span>
</td>
<td class="nump">$ 0<span></span>
</td>
<td class="nump">$ 93,422<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="top.Show.showAR( this, 'defref_us-gaap_AccountsPayableRelatedPartiesCurrentAndNoncurrent', window );">Accounts payable</a></td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</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">$ 20,986<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_srt_ProductOrServiceAxis=duot_ContractorsMember', window );">Contractors [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="top.Show.showAR( this, 'defref_us-gaap_RelatedPartyCosts', window );">Related party cost</a></td>
<td class="nump">$ 7,480<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
<td class="text">&#160;<span></span>
</td>
</tr>
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<div style="display: none;">
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<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- Definition</a><div><p>Amount for accounts payable to related parties.</p></div>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iv))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 220<br> -SubTopic 10<br> -Section S99<br> -Paragraph 2<br> -Subparagraph (SX 210.5-03.2)<br> -URI https://asc.fasb.org/extlink&amp;oid=126953954&amp;loc=SL114868664-224227<br><br>Reference 3: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 4: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iii)(C))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 5: http://www.xbrl.org/2009/role/commonPracticeRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 235<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1<br> -Subparagraph (SX 210.4-08(k)(1))<br> -URI https://asc.fasb.org/extlink&amp;oid=120395691&amp;loc=d3e23780-122690<br><br>Reference 6: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(5))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br><br>Reference 7: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1A<br> -Subparagraph (SX 210.13-01(a)(4)(iii)(B))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442526-122756<br><br>Reference 8: http://www.xbrl.org/2003/role/disclosureRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 470<br> -SubTopic 10<br> -Section S99<br> -Paragraph 1B<br> -Subparagraph (SX 210.13-02(a)(4)(iv))<br> -URI https://asc.fasb.org/extlink&amp;oid=126975872&amp;loc=SL124442552-122756<br></p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Details</a><div><table border="0" cellpadding="0" cellspacing="0">
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<span style="display: none;">v3.22.2</span><table class="report" border="0" cellspacing="2" id="idm140697462854800">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>SUBSEQUENT EVENTS (Details Narrative) - Subsequent Event [Member]<br></strong></div></th>
<th class="th">
<div>Jul. 01, 2022 </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="top.Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></td>
<td class="text">&#160;<span></span>
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<tr class="ro">
<td class="pl custom" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_duot_StockOptionTerm', window );">Stock option term</a></td>
<td class="text">have a 5-year term and a 2.5-year vesting period<span></span>
</td>
</tr>
<tr class="rh">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="top.Show.showAR( this, 'defref_us-gaap_PlanNameAxis=duot_NonQualifiedStockOptionsMember', window );">Non Qualified Stock Options [Member]</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="top.Show.showAR( this, 'defref_us-gaap_SubsequentEventLineItems', window );"><strong>Subsequent Event [Line Items]</strong></a></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="top.Show.showAR( this, 'defref_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod', window );">Options granted | shares</a></td>
<td class="nump">20,000<span></span>
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<tr class="ro">
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<td class="nump">$ 6.41<span></span>
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<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">- References</a><div><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Definition</a><div><p>Exercise or strike price stated in the contract for options indexed to the issuer's equity shares.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 815<br> -SubTopic 40<br> -Section 50<br> -Paragraph 5<br> -Subparagraph (a)(2)<br> -URI https://asc.fasb.org/extlink&amp;oid=126731327&amp;loc=d3e90205-114008<br><br>Reference 2: http://fasb.org/us-gaap/role/ref/legacyRef<br> -Publisher FASB<br> -Name Accounting Standards Codification<br> -Topic 480<br> -SubTopic 10<br> -Section 50<br> -Paragraph 2<br> -Subparagraph (f)(1)<br> -URI https://asc.fasb.org/extlink&amp;oid=109262807&amp;loc=d3e22047-110879<br></p></div>
<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Definition</a><div><p>Net number of share options (or share units) granted during the period.</p></div>
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<a href="javascript:void(0);" onclick="top.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="top.Show.toggleNext( this );">- Definition</a><div><p>Detail information of subsequent event by type. User is expected to use existing line items from elsewhere in the taxonomy as the primary line items for this disclosure, which is further associated with dimension and member elements pertaining to a subsequent event.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="top.Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
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    <us-gaap:BusinessDescriptionAndAccountingPoliciesTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_805_eus-gaap--BusinessDescriptionAndAccountingPoliciesTextBlock_z95kSMV95SLi" style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"&gt;&lt;b&gt;NOTE 1 &#x2013; &lt;span id="xdx_824_zWQbzfmRqxfc"&gt;NATURE OF OPERATIONS, BASIS
OF PRESENTATION AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES&lt;/span&gt;&lt;/b&gt;&lt;/p&gt;

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

&lt;p id="xdx_84F_eus-gaap--NatureOfOperations_zrWl8ckTG9O5" 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_869_ze7wZyUdwSt1"&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. and TrueVue360, Inc. (collectively the &#x201c;Company&#x201d;), develops and
deploys vision based analytical technology solutions that will help to transform precision railroading, logistics and inter-modal transportation
operations. Additionally, these unique patented solutions can be employed into many other industries.&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 developed the Railcar Inspection Portal
(RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated
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 an extremely high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence (&#x201c;AI&#x201d;) algorithms to identify
specific defects and/or areas of interest on each railcar. This is all accomplished within minutes of a railcar passing through our portal.
This solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.
Government agencies can conduct digital inspections combined with the incorporated AI to improve rail traffic flow across borders which
also directly benefits the Class 1 railroads through increasing their velocity.&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 and reduces/removes personnel from gatehouses 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 the vehicle throughput on each lane on which the technology is deployed.&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 built a portfolio of IP and patented
solutions that creates &#x201c;actionable intelligence&#x201d; using two core native platforms called Centraco&#xae; and Praesidium&#x2122;.
All solutions provided include a variant of both applications. Centraco is designed primarily as the user interface to 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.&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 also developed a proprietary Artificial
Intelligence (AI) software platform, Truevue360&#x2122; with the objective of focusing the Company&#x2019;s advanced intelligent technologies
in the areas of AI, deep machine learning and advanced multi-layered algorithms to further support our solutions. The Company also offers
technical support services for the above products.&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 also provided professional and consulting
services for large data centers and had developed a system for the automation of asset information marketed as DcVue&#x2122;. The Company
had deployed its DcVue software at one beta site. This software was used by Duos&#x2019; consulting auditing teams. DcVue was based upon
the Company&#x2019;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.&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 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 OPEX 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.&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_849_eus-gaap--BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_zwWfxVk8dOch" 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_862_zcSNIfPtliLb"&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: 3pc"&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 six months ended
June 30, 2022 are not necessarily indicative of the results that may be expected for the year ending December 31, 2022 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, 2021 filed with the Securities and Exchange Commission (the &#x201c;SEC&#x201d;) on March 31, 2022.&lt;/p&gt;

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

&lt;p id="xdx_844_eus-gaap--Reclassifications_zgfn1igvi6f6" 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_86E_zR99gNdJwfi3"&gt;Reclassifications&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 reclassified certain expenses for the
three months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.&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 tables reflect the reclassification
adjustment effect in the three months ended June 30, 2021:&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_895_ecustom--ScheduleOfReclassificationsTableTextBlock_zHvhxFRTaFMg" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_znjQRkfL4NFc" style="display: none"&gt;Schedule of Reclassifications&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_982_eus-gaap--Revenues_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_985_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_98A_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,214,370&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;506,128&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;378,319&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;412,299&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;593,231&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,185,920&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;918,427&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(1,537,252&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(269,759&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;OPERATING EXPENSES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;OPERATING EXPENSES:&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Sales and marketing &lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Sales and marketing&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development"&gt;79,131&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development"&gt;468,561&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;General and administration&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 id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;980,834&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;General and administration&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 id="xdx_98D_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;1,858,896&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Operating Expenses&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 id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;1,411,216&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;Total Operating Expenses&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 id="xdx_983_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;2,678,708&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.&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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:&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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98C_eus-gaap--Revenues_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_988_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_987_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;3,109,855&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,799,738&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;709,703&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;770,471&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_98F_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;1,096,824&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;4,916,382&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,570,209&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(2,112,960&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;233,213&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;OPERATING EXPENSES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;OPERATING EXPENSES:&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Sales and marketing &lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;663,052&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Sales and marketing&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;663,053&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development"&gt;140,164&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development"&gt;876,656&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;General and administration&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 id="xdx_98E_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;1,854,592&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;General and administration&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 id="xdx_980_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;3,464,272&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Operating Expenses&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 id="xdx_985_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;2,657,808&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;Total Operating Expenses&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 id="xdx_986_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;5,003,981&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_98F_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(4,770,768&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(4,770,768&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8AC_z9WPEtkJkQG7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&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;/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_84E_eus-gaap--ConsolidationPolicyTextBlock_z01EeoQpfcVj" 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_868_zlOc254VkUdd"&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_841_eus-gaap--UseOfEstimates_zIz2PfR57ig8" 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_zaK8LZWtes23"&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, 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, 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_84C_eus-gaap--ConcentrationRiskCreditRisk_zxpaCbumSLtd" 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_zqwoiybaseDe"&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 June 30, 2022,
the balance in one financial institution exceeded federally insured limits by approximately $&lt;span id="xdx_907_eus-gaap--CashUninsuredAmount_c20211231_pp0p0" title="Cash, Uninsured Amount"&gt;5,835,950&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"&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;&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; 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: 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 the six months ended June 30, 2022, four customers
accounted for &lt;span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zavH9MhSgwbc" title="Concentration of Credit Risk"&gt;22&lt;/span&gt;% (&#x201c;Customer 2&#x201d;), &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zFHLQ4qXXtfg" title="Concentration of Credit Risk"&gt;26&lt;/span&gt;% (&#x201c;Customer 1&#x201d;), &lt;span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zgtUbYseEDR" title="Concentration of Credit Risk"&gt;24&lt;/span&gt;% (&#x201c;Customer 3&#x201d;) and &lt;span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zGWVX90fR9p7" title="Concentration of Credit Risk"&gt;18&lt;/span&gt;% (&#x201c;Customer
4&#x201d;) of revenues. For the six months ended June 30, 2021, one customer accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_za0cxHsPHM2i" title="Concentration of Credit Risk"&gt;69&lt;/span&gt;% (&#x201c;Customer 2&#x201d;)&#160;of revenues.
In all cases, there is no minimum contract value stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full with 30% 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. Each of the customers referenced
has the following termination provisions:&lt;/p&gt;

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

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;Customer 1, termination can be made, prior to delivery of products or services, in the case where either party breaches any of its obligations under the agreement between the parties. The other party may terminate the agreement effective 15 Business Days following notice from the non-defaulting party, if the non-performance has not been cured within such period, and without prejudice to damages that could be claimed by the non-defaulting party. Either party may terminate the agreement if the other party becomes unable to pay its debts in the ordinary course of business; goes into liquidation (other than for the purpose of a genuine amalgamation or restructuring); has a receiver appointed over all or part of its assets; enters into a composition or voluntary arrangement with its creditors; or any similar event occurs in any jurisdiction, all to the extent permitted by law.&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc"&gt;&#160;&lt;/p&gt;









&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;For Customer 2, prior to delivery of products or services, either party may terminate the agreement between the parties upon the other party&#x2019;s material breach of a representation, warranty, term, covenant or undertaking in the agreement if, within 30 days following the delivery of a written notice to the defaulting party setting forth in reasonable detail the basis of such default, the defaulting party has not rectified such default to the reasonable satisfaction of the non-defaulting party. Failure to perform due to a force majeure condition shall not be considered a material default under the agreement.&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;For Customer 3, prior to delivery of products or services if the customer terminates the statement of work for convenience, no refund of any advance payments will be due to Customer 3. ln the event of a material breach by the Company, which breach is not cured, or cure has not begun within 30 days of written notice to the Company by Customer 3, Customer 3 may terminate this statement of work for cause. In the event of termination by Customer 3 for cause, the Company shall reimburse Customer 3 any unused prepaid fees on a pro rata basis.&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;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;For Customer 4, if the customer terminates this Agreement for convenience,
no refund, of any advance payments, will be due to Customer 4 and after taking appropriate mitigating actions, may submit to the Customer
a claim for termination costs. Such costs will not exceed the unpaid balance of the contract. In the event of a material breach by Duos,
which breach is not cured, or cure has not begun within 10 days of written notice to Duos by Customer 4, Customer 4 may terminate this
Agreement for cause. In the event of termination by Customer 4 for cause, Duos shall reimburse Customer for any costs, losses and damages
suffered or incurred arising from such event of default. Duos has secured a Performance and Payment Bond for specific project work be
undertaken by the Company for Customer 4.&lt;/p&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;At June 30, 2022, four customers accounted for &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zMc2hoG8ocIl" title="Concentration of Credit Risk"&gt;46&lt;/span&gt;%,
&lt;span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zMj7klJUJ9M7" title="Concentration of Credit Risk"&gt;20&lt;/span&gt;%, &lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer3Member_zJSXtvefoAMg" title="Concentration of Credit Risk"&gt;15&lt;/span&gt;% and &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer4Member_zEXfMtJJLdv3" title="Concentration of Credit Risk"&gt;12&lt;/span&gt;% of accounts receivable. At December 31, 2021, two customers accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zEImla0gXDGc" title="Concentration of Credit Risk"&gt;81&lt;/span&gt;% and &lt;span id="xdx_909_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zctZJ0JM5b8d" title="Concentration of Credit Risk"&gt;10&lt;/span&gt;%, of accounts receivable. Much of
the credit risk is mitigated since all of the customers listed here are Class 1 railroads or large government funded national railroad.
The Class 1 railroads have a multi-year 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;&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;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 six months ended June 30, 2022, approximately
&lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zTshJuwqYJOf" title="Concentration of Credit Risk"&gt;51&lt;/span&gt;% of revenue was generated from three customers outside of the United States. For the six months ended June 30, 2021, approximately
&lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zVgaRQsRI86k" title="Concentration of Credit Risk"&gt;75&lt;/span&gt;% of revenue was generated from three customers outside of the United States. These customers are Canadian and Mexican, and two of the
three are Class 1 railroads operating in the United States.&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;&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;At June 30, 2022, two vendors accounted for &lt;span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zxsmqwkcPXsg" title="Concentration of Credit Risk"&gt;17&lt;/span&gt;% and
&lt;span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorTwoMember_zhgq10JExS1f" title="Concentration of Credit Risk"&gt;11&lt;/span&gt;% of accounts payable. At December 31, 2021, one vendor accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zYoBUhYmab91" title="Concentration of Credit Risk"&gt;14&lt;/span&gt;% of accounts payable.&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;One supplier accounted for approximately &lt;span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_z8WxCcWfnyq9"&gt;12&lt;/span&gt;% of
total purchases for the six months ended June 30, 2022. One supplier accounted for approximately &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_zr8JWiBA28Td"&gt;21&lt;/span&gt;% of total purchases for six
months ended June 30, 2021.&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_844_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zP6K68xmQV86" 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_z8dQaBXUfS7e"&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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 10%"&gt;Level 1:&lt;/td&gt;
    &lt;td style="width: 90%"&gt;Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;Level 2:&lt;/td&gt;
    &lt;td&gt;Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;Level 3:&lt;/td&gt;
    &lt;td style="text-align: justify"&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;/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 expense, 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;&lt;b&gt;&#160;&lt;/b&gt;&lt;span style="font-size: 4pt"&gt;&#160;&lt;/span&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbfR21QCmHvg" 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_zmy8vg4Qe167"&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 0 0 3pc; text-align: justify; text-indent: -3pc"&gt;&#160;&lt;/p&gt;

&lt;p id="xdx_842_eus-gaap--EarningsPerSharePolicyTextBlock_zi0E3KPccxE8" 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_860_zjih5NjDfzxb"&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
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. At
June 30, 2022, there was an aggregate of &lt;span id="xdx_903_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630_pdd" title="Number of Warrants Outstanding"&gt;1,376,466&lt;/span&gt; outstanding warrants to purchase shares of common stock. At June 30, 2022, there were
employee stock options to purchase an aggregate of &lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options"&gt;986,266&lt;/span&gt; shares of common stock. Also, at June 30, 2022, &lt;span id="xdx_909_ecustom--ConvertibleCommonSharesIssuedUponConversion_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" title="Number of Shares upon Conversion"&gt;121,571&lt;/span&gt; common shares were
issuable upon conversion of Series B convertible preferred stock all of which were excluded from the computation of dilutive 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_847_eus-gaap--TradeAndOtherAccountsReceivablePolicy_z31hcejbOeI2" 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_86D_zoSJocwvMVb5"&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;&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_84A_eus-gaap--InventoryPolicyTextBlock_zw7kfUYjHalc" 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_z18lW97mEPt4"&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
to be used in the production of our technology systems or in connection with maintenance agreements with customers. 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: 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_843_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zb1IDcrE1DMd" 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_zeNdUwulvsXf"&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="width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;1.&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Identify the contract with the customer;&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: 10pt Times New Roman, Times, 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;2.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Identify the performance obligations in the contract;&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: 10pt Times New Roman, Times, 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;3.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Determine the transaction price;&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: 10pt Times New Roman, Times, 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;4.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Allocate the transaction price to separate performance obligations; and&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: 10pt Times New Roman, Times, 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;5.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Recognize revenue when (or as) each performance obligation is satisfied.&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 generates revenues 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;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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;1.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Technology Systems;&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: 10pt Times New Roman, Times, 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;2.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;AI Technology;&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: 10pt Times New Roman, Times, 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;3.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Technical Support; and&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: 10pt Times New Roman, Times, 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;4.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Consulting Services.&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;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 technology systems
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 direct 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.&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. &#160;&lt;/p&gt;

&lt;p style="font: 10pt Calibri, Helvetica, Sans-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;&lt;b&gt;Technical Support&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0"&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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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;(1)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Revenues for professional services, which are of short-term duration, are recognized when services are completed;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(2)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;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;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(3)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(4)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;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;/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;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_84C_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_za8KmUjJuxxl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span id="a_Hlk110607163"/&gt;&lt;b&gt;&lt;span id="xdx_862_zcfKNbXrmv25"&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 Intelligent 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 obligations 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_849_eus-gaap--SegmentReportingPolicyPolicyTextBlock_zon7yNhDqI96" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&lt;span id="xdx_86A_zNpMuQLpzDI2"&gt;Segment Information&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 operates in one reportable segment.&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--ShareholdersEquityAndShareBasedPaymentsTextBlock_zVuvoA4fGaT" 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_zZN888uthh0k"&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 and non-employee
stock-based compensation in accordance with ASC 718-10, &#x201c;&lt;i&gt;Share-Based Payment&lt;/i&gt;,&#x201d; which requires the grant date measurement
and the recognition of compensation expense for all share-based payment awards made 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"&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;i&gt;Determining Fair Value Under ASC 718-10&lt;/i&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 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 the 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;&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"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_844_eus-gaap--LesseeLeasesPolicyTextBlock_zfaajmPE0A3a" 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_862_z5ZYxaMDZpi9"&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 it has 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 administrative 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;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;p id="xdx_848_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zscfk11FP221" 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_zRBkVHsQ4DFc"&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;&lt;span style="background-color: white"/&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span style="background-color: white"&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 unaudited consolidated financial statements.&lt;/span&gt;&lt;/p&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span style="background-color: white"/&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;span style="background-color: white"&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 will be 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 unaudited consolidated financial statements.&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;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:BusinessDescriptionAndAccountingPoliciesTextBlock>
    <us-gaap:NatureOfOperations contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_84F_eus-gaap--NatureOfOperations_zrWl8ckTG9O5" 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_869_ze7wZyUdwSt1"&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. and TrueVue360, Inc. (collectively the &#x201c;Company&#x201d;), develops and
deploys vision based analytical technology solutions that will help to transform precision railroading, logistics and inter-modal transportation
operations. Additionally, these unique patented solutions can be employed into many other industries.&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 developed the Railcar Inspection Portal
(RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated
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 an extremely high-resolution image set from a variety of angles including the
undercarriage. These images are then processed through various methods of artificial intelligence (&#x201c;AI&#x201d;) algorithms to identify
specific defects and/or areas of interest on each railcar. This is all accomplished within minutes of a railcar passing through our portal.
This solution has the potential to transform the railroad industry by increasing safety, improving efficiency and reducing costs. The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.
Government agencies can conduct digital inspections combined with the incorporated AI to improve rail traffic flow across borders which
also directly benefits the Class 1 railroads through increasing their velocity.&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 and reduces/removes personnel from gatehouses 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 the vehicle throughput on each lane on which the technology is deployed.&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 built a portfolio of IP and patented
solutions that creates &#x201c;actionable intelligence&#x201d; using two core native platforms called Centraco&#xae; and Praesidium&#x2122;.
All solutions provided include a variant of both applications. Centraco is designed primarily as the user interface to 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.&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 also developed a proprietary Artificial
Intelligence (AI) software platform, Truevue360&#x2122; with the objective of focusing the Company&#x2019;s advanced intelligent technologies
in the areas of AI, deep machine learning and advanced multi-layered algorithms to further support our solutions. The Company also offers
technical support services for the above products.&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 also provided professional and consulting
services for large data centers and had developed a system for the automation of asset information marketed as DcVue&#x2122;. The Company
had deployed its DcVue software at one beta site. This software was used by Duos&#x2019; consulting auditing teams. DcVue was based upon
the Company&#x2019;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.&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 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 OPEX 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.&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:NatureOfOperations>
    <us-gaap:BasisOfPresentationAndSignificantAccountingPoliciesTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_849_eus-gaap--BasisOfPresentationAndSignificantAccountingPoliciesTextBlock_zwWfxVk8dOch" 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_862_zcSNIfPtliLb"&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: 3pc"&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 six months ended
June 30, 2022 are not necessarily indicative of the results that may be expected for the year ending December 31, 2022 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, 2021 filed with the Securities and Exchange Commission (the &#x201c;SEC&#x201d;) on March 31, 2022.&lt;/p&gt;

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

</us-gaap:BasisOfPresentationAndSignificantAccountingPoliciesTextBlock>
    <us-gaap:Reclassifications contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_844_eus-gaap--Reclassifications_zgfn1igvi6f6" 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_86E_zR99gNdJwfi3"&gt;Reclassifications&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 reclassified certain expenses for the
three months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.&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 tables reflect the reclassification
adjustment effect in the three months ended June 30, 2021:&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_895_ecustom--ScheduleOfReclassificationsTableTextBlock_zHvhxFRTaFMg" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_znjQRkfL4NFc" style="display: none"&gt;Schedule of Reclassifications&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_982_eus-gaap--Revenues_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_985_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_98A_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,214,370&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;506,128&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;378,319&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;412,299&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;593,231&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,185,920&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;918,427&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(1,537,252&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(269,759&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;OPERATING EXPENSES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;OPERATING EXPENSES:&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Sales and marketing &lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Sales and marketing&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development"&gt;79,131&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development"&gt;468,561&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;General and administration&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 id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;980,834&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;General and administration&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 id="xdx_98D_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;1,858,896&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Operating Expenses&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 id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;1,411,216&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;Total Operating Expenses&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 id="xdx_983_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;2,678,708&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.&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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:&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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98C_eus-gaap--Revenues_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_988_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_987_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;3,109,855&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,799,738&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;709,703&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;770,471&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_98F_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;1,096,824&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;4,916,382&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,570,209&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(2,112,960&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--GrossProfit_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;233,213&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;OPERATING EXPENSES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;OPERATING EXPENSES:&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Sales and marketing &lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;663,052&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Sales and marketing&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--SellingAndMarketingExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;663,053&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development"&gt;140,164&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--ResearchAndDevelopmentExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development"&gt;876,656&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;General and administration&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 id="xdx_98E_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;1,854,592&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;General and administration&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 id="xdx_980_eus-gaap--GeneralAndAdministrativeExpense_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;3,464,272&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Operating Expenses&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 id="xdx_985_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;2,657,808&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;Total Operating Expenses&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 id="xdx_986_eus-gaap--OperatingCostsAndExpenses_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;5,003,981&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_98F_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(4,770,768&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--OperatingIncomeLoss_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(4,770,768&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8AC_z9WPEtkJkQG7" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"&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;/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:Reclassifications>
    <duot:ScheduleOfReclassificationsTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_895_ecustom--ScheduleOfReclassificationsTableTextBlock_zHvhxFRTaFMg" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B4_znjQRkfL4NFc" style="display: none"&gt;Schedule of Reclassifications&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Three Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;100,401&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_982_eus-gaap--Revenues_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_987_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;548,267&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_985_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_98A_eus-gaap--Revenues_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;648,668&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,214,370&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;506,128&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;378,319&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;412,299&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_988_eus-gaap--CostOfRevenue_c20210401__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;593,231&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,185,920&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;918,427&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(1,537,252&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;GROSS MARGIN&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--GrossProfit_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="GROSS MARGIN"&gt;(269,759&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;OPERATING EXPENSES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;OPERATING EXPENSES:&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Sales and marketing &lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Sales and marketing&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--SellingAndMarketingExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Sales and marketing"&gt;351,251&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Research and development"&gt;79,131&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Research and development&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--ResearchAndDevelopmentExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="text-align: right" title="Research and development"&gt;468,561&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;General and administration&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 id="xdx_983_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;980,834&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;General and administration&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 id="xdx_98D_eus-gaap--GeneralAndAdministrativeExpense_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Administration"&gt;1,858,896&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Operating Expenses&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 id="xdx_980_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;1,411,216&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;Total Operating Expenses&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 id="xdx_983_eus-gaap--OperatingCostsAndExpenses_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Operating Expenses"&gt;2,678,708&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;)&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;LOSS FROM OPERATIONS&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_984_eus-gaap--OperatingIncomeLoss_c20210401__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="LOSS FROM OPERATIONS"&gt;(2,948,467&lt;/td&gt;
    &lt;td style="padding-bottom: 2.5pt"&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 style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The Company reclassified certain expenses for the
six months ended June 30, 2021 to conform to 2022 classification. There was no net effect on the total expenses of such reclassification.&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 tables reflect the reclassification
adjustment effect in the six months ended June 30, 2021:&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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES (Details - Schedule of Reclassifications)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Before Reclassification&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;After Reclassification&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;For the &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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Six Months Ended&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"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30,&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"&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-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;2021&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"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 30%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 21%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 23%"&gt;REVENUES:&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 19%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Revenues"&gt;1,590,699&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98C_eus-gaap--Revenues_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&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 id="xdx_98B_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;1,212,723&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_988_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Revenue&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 id="xdx_987_eus-gaap--Revenues_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Revenues"&gt;2,803,422&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&gt;&#160;&lt;/td&gt;
    &lt;td 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&gt;&#160;&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 style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;COST OF REVENUES:&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;COST OF REVENUES:&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98A_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;3,109,855&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Technology systems&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ProductMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;1,799,738&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;709,703&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Services and consulting&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember__srt--ProductOrServiceAxis__us-gaap--ServiceOtherMember_pp0p0" style="text-align: right" title="Total Cost of Revenues"&gt;770,471&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Overhead&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 id="xdx_98F_eus-gaap--CostOfRevenue_c20210101__20210630__srt--ProductOrServiceAxis__custom--OverheadMember__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;1,096,824&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#x2014;&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;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&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 style="vertical-align: bottom"&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98D_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--ScenarioPreviouslyReportedMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;4,916,382&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;Total Cost of Revenues&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 id="xdx_98E_eus-gaap--CostOfRevenue_c20210101__20210630__srt--RestatementAxis__srt--RestatementAdjustmentMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Total Cost of Revenues"&gt;2,570,209&lt;/td&gt;
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    &lt;td&gt;&#160;&lt;/td&gt;
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    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&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&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
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    &lt;td&gt;&#160;&lt;/td&gt;
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    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
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&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;The unaudited consolidated financial statements include
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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="From2022-01-01to2022-06-30">&lt;p id="xdx_841_eus-gaap--UseOfEstimates_zIz2PfR57ig8" 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_zaK8LZWtes23"&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, 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, 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="From2022-01-01to2022-06-30">&lt;p id="xdx_84C_eus-gaap--ConcentrationRiskCreditRisk_zxpaCbumSLtd" 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_zqwoiybaseDe"&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 June 30, 2022,
the balance in one financial institution exceeded federally insured limits by approximately $&lt;span id="xdx_907_eus-gaap--CashUninsuredAmount_c20211231_pp0p0" title="Cash, Uninsured Amount"&gt;5,835,950&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"&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;&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; 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: 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 the six months ended June 30, 2022, four customers
accounted for &lt;span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zavH9MhSgwbc" title="Concentration of Credit Risk"&gt;22&lt;/span&gt;% (&#x201c;Customer 2&#x201d;), &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer1Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zFHLQ4qXXtfg" title="Concentration of Credit Risk"&gt;26&lt;/span&gt;% (&#x201c;Customer 1&#x201d;), &lt;span id="xdx_901_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer3Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zgtUbYseEDR" title="Concentration of Credit Risk"&gt;24&lt;/span&gt;% (&#x201c;Customer 3&#x201d;) and &lt;span id="xdx_90A_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--MajorCustomersAxis__custom--Customer4Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_zGWVX90fR9p7" title="Concentration of Credit Risk"&gt;18&lt;/span&gt;% (&#x201c;Customer
4&#x201d;) of revenues. For the six months ended June 30, 2021, one customer accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--MajorCustomersAxis__custom--Customer2Member__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--SalesRevenueNetMember_za0cxHsPHM2i" title="Concentration of Credit Risk"&gt;69&lt;/span&gt;% (&#x201c;Customer 2&#x201d;)&#160;of revenues.
In all cases, there is no minimum contract value stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full with 30% 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. Each of the customers referenced
has the following termination provisions:&lt;/p&gt;

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

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;Customer 1, termination can be made, prior to delivery of products or services, in the case where either party breaches any of its obligations under the agreement between the parties. The other party may terminate the agreement effective 15 Business Days following notice from the non-defaulting party, if the non-performance has not been cured within such period, and without prejudice to damages that could be claimed by the non-defaulting party. Either party may terminate the agreement if the other party becomes unable to pay its debts in the ordinary course of business; goes into liquidation (other than for the purpose of a genuine amalgamation or restructuring); has a receiver appointed over all or part of its assets; enters into a composition or voluntary arrangement with its creditors; or any similar event occurs in any jurisdiction, all to the extent permitted by law.&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-align: justify; text-indent: -1.5pc"&gt;&#160;&lt;/p&gt;









&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;For Customer 2, prior to delivery of products or services, either party may terminate the agreement between the parties upon the other party&#x2019;s material breach of a representation, warranty, term, covenant or undertaking in the agreement if, within 30 days following the delivery of a written notice to the defaulting party setting forth in reasonable detail the basis of such default, the defaulting party has not rectified such default to the reasonable satisfaction of the non-defaulting party. Failure to perform due to a force majeure condition shall not be considered a material default under the agreement.&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;For Customer 3, prior to delivery of products or services if the customer terminates the statement of work for convenience, no refund of any advance payments will be due to Customer 3. ln the event of a material breach by the Company, which breach is not cured, or cure has not begun within 30 days of written notice to the Company by Customer 3, Customer 3 may terminate this statement of work for cause. In the event of termination by Customer 3 for cause, the Company shall reimburse Customer 3 any unused prepaid fees on a pro rata basis.&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;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 3%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 3%"&gt;&lt;span style="font-family: Symbol"&gt;&#xb7;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="width: 94%; text-align: justify"&gt;&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;For Customer 4, if the customer terminates this Agreement for convenience,
no refund, of any advance payments, will be due to Customer 4 and after taking appropriate mitigating actions, may submit to the Customer
a claim for termination costs. Such costs will not exceed the unpaid balance of the contract. In the event of a material breach by Duos,
which breach is not cured, or cure has not begun within 10 days of written notice to Duos by Customer 4, Customer 4 may terminate this
Agreement for cause. In the event of termination by Customer 4 for cause, Duos shall reimburse Customer for any costs, losses and damages
suffered or incurred arising from such event of default. Duos has secured a Performance and Payment Bond for specific project work be
undertaken by the Company for Customer 4.&lt;/p&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;At June 30, 2022, four customers accounted for &lt;span id="xdx_902_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zMc2hoG8ocIl" title="Concentration of Credit Risk"&gt;46&lt;/span&gt;%,
&lt;span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zMj7klJUJ9M7" title="Concentration of Credit Risk"&gt;20&lt;/span&gt;%, &lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer3Member_zJSXtvefoAMg" title="Concentration of Credit Risk"&gt;15&lt;/span&gt;% and &lt;span id="xdx_906_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer4Member_zEXfMtJJLdv3" title="Concentration of Credit Risk"&gt;12&lt;/span&gt;% of accounts receivable. At December 31, 2021, two customers accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer1Member_zEImla0gXDGc" title="Concentration of Credit Risk"&gt;81&lt;/span&gt;% and &lt;span id="xdx_909_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsReceivableMember__srt--MajorCustomersAxis__custom--Customer2Member_zctZJ0JM5b8d" title="Concentration of Credit Risk"&gt;10&lt;/span&gt;%, of accounts receivable. Much of
the credit risk is mitigated since all of the customers listed here are Class 1 railroads or large government funded national railroad.
The Class 1 railroads have a multi-year 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;&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;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 six months ended June 30, 2022, approximately
&lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zTshJuwqYJOf" title="Concentration of Credit Risk"&gt;51&lt;/span&gt;% of revenue was generated from three customers outside of the United States. For the six months ended June 30, 2021, approximately
&lt;span id="xdx_904_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__srt--StatementGeographicalAxis__country--US__srt--MajorCustomersAxis__custom--Customer3Member_zVgaRQsRI86k" title="Concentration of Credit Risk"&gt;75&lt;/span&gt;% of revenue was generated from three customers outside of the United States. These customers are Canadian and Mexican, and two of the
three are Class 1 railroads operating in the United States.&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;&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;At June 30, 2022, two vendors accounted for &lt;span id="xdx_900_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zxsmqwkcPXsg" title="Concentration of Credit Risk"&gt;17&lt;/span&gt;% and
&lt;span id="xdx_90C_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorTwoMember_zhgq10JExS1f" title="Concentration of Credit Risk"&gt;11&lt;/span&gt;% of accounts payable. At December 31, 2021, one vendor accounted for &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20211231__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--VendorOneMember_zYoBUhYmab91" title="Concentration of Credit Risk"&gt;14&lt;/span&gt;% of accounts payable.&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;One supplier accounted for approximately &lt;span id="xdx_903_eus-gaap--ConcentrationRiskPercentage1_dp_c20220101__20220630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_z8WxCcWfnyq9"&gt;12&lt;/span&gt;% of
total purchases for the six months ended June 30, 2022. One supplier accounted for approximately &lt;span id="xdx_90B_eus-gaap--ConcentrationRiskPercentage1_dp_c20210101__20210630__us-gaap--ConcentrationRiskByBenchmarkAxis__us-gaap--AccountsPayableMember__srt--MajorCustomersAxis__custom--SuppliersTwoMember_zr8JWiBA28Td"&gt;21&lt;/span&gt;% of total purchases for six
months ended June 30, 2021.&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>
    <us-gaap:CashUninsuredAmount contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">5835950</us-gaap:CashUninsuredAmount>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_custom_Customer2Member_us-gaap_SalesRevenueNetMember"
      decimals="INF"
      unitRef="Pure">0.22</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_custom_Customer1Member_us-gaap_SalesRevenueNetMember"
      decimals="INF"
      unitRef="Pure">0.26</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_custom_Customer3Member_us-gaap_SalesRevenueNetMember"
      decimals="INF"
      unitRef="Pure">0.24</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_custom_Customer4Member_us-gaap_SalesRevenueNetMember"
      decimals="INF"
      unitRef="Pure">0.18</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-06-30_custom_Customer2Member_us-gaap_SalesRevenueNetMember"
      decimals="INF"
      unitRef="Pure">0.69</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer1Member"
      decimals="INF"
      unitRef="Pure">0.46</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer2Member"
      decimals="INF"
      unitRef="Pure">0.20</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer3Member"
      decimals="INF"
      unitRef="Pure">0.15</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsReceivableMember_custom_Customer4Member"
      decimals="INF"
      unitRef="Pure">0.12</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-12-31_us-gaap_AccountsReceivableMember_custom_Customer1Member"
      decimals="INF"
      unitRef="Pure">0.81</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-12-31_us-gaap_AccountsReceivableMember_custom_Customer2Member"
      decimals="INF"
      unitRef="Pure">0.10</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_country_US_custom_Customer3Member"
      decimals="INF"
      unitRef="Pure">0.51</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-06-30_country_US_custom_Customer3Member"
      decimals="INF"
      unitRef="Pure">0.75</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_VendorOneMember"
      decimals="INF"
      unitRef="Pure">0.17</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_VendorTwoMember"
      decimals="INF"
      unitRef="Pure">0.11</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-12-31_us-gaap_AccountsPayableMember_custom_VendorOneMember"
      decimals="INF"
      unitRef="Pure">0.14</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2022-01-012022-06-30_us-gaap_AccountsPayableMember_custom_SuppliersTwoMember"
      decimals="INF"
      unitRef="Pure">0.12</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:ConcentrationRiskPercentage1
      contextRef="From2021-01-012021-06-30_us-gaap_AccountsPayableMember_custom_SuppliersTwoMember"
      decimals="INF"
      unitRef="Pure">0.21</us-gaap:ConcentrationRiskPercentage1>
    <us-gaap:FairValueMeasurementPolicyPolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_844_eus-gaap--FairValueMeasurementPolicyPolicyTextBlock_zP6K68xmQV86" 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_z8dQaBXUfS7e"&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: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="width: 10%"&gt;Level 1:&lt;/td&gt;
    &lt;td style="width: 90%"&gt;Observable inputs such as quoted market prices in active markets for identical assets or liabilities.&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;Level 2:&lt;/td&gt;
    &lt;td&gt;Observable market-based inputs or unobservable inputs that are corroborated by market data.&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;Level 3:&lt;/td&gt;
    &lt;td style="text-align: justify"&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;/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 expense, 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;&lt;b&gt;&#160;&lt;/b&gt;&lt;span style="font-size: 4pt"&gt;&#160;&lt;/span&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:FairValueMeasurementPolicyPolicyTextBlock>
    <us-gaap:ResearchDevelopmentAndComputerSoftwarePolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_844_eus-gaap--ResearchDevelopmentAndComputerSoftwarePolicyTextBlock_zbfR21QCmHvg" 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_zmy8vg4Qe167"&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 0 0 3pc; text-align: justify; text-indent: -3pc"&gt;&#160;&lt;/p&gt;

</us-gaap:ResearchDevelopmentAndComputerSoftwarePolicyTextBlock>
    <us-gaap:EarningsPerSharePolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_842_eus-gaap--EarningsPerSharePolicyTextBlock_zi0E3KPccxE8" 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_860_zjih5NjDfzxb"&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
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. At
June 30, 2022, there was an aggregate of &lt;span id="xdx_903_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630_pdd" title="Number of Warrants Outstanding"&gt;1,376,466&lt;/span&gt; outstanding warrants to purchase shares of common stock. At June 30, 2022, there were
employee stock options to purchase an aggregate of &lt;span id="xdx_907_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options"&gt;986,266&lt;/span&gt; shares of common stock. Also, at June 30, 2022, &lt;span id="xdx_909_ecustom--ConvertibleCommonSharesIssuedUponConversion_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" title="Number of Shares upon Conversion"&gt;121,571&lt;/span&gt; common shares were
issuable upon conversion of Series B convertible preferred stock all of which were excluded from the computation of dilutive 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="AsOf2022-06-30" decimals="INF" unitRef="Shares">1376466</us-gaap:ClassOfWarrantOrRightOutstanding>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber
      contextRef="AsOf2022-06-30_us-gaap_EmployeeStockOptionMember"
      decimals="INF"
      unitRef="Shares">986266</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber>
    <duot:ConvertibleCommonSharesIssuedUponConversion
      contextRef="AsOf2022-06-30_custom_SeriesBConvertiblePreferredStockMember"
      decimals="INF"
      unitRef="Shares">121571</duot:ConvertibleCommonSharesIssuedUponConversion>
    <us-gaap:TradeAndOtherAccountsReceivablePolicy contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_847_eus-gaap--TradeAndOtherAccountsReceivablePolicy_z31hcejbOeI2" 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_86D_zoSJocwvMVb5"&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;&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="From2022-01-01to2022-06-30">&lt;p id="xdx_84A_eus-gaap--InventoryPolicyTextBlock_zw7kfUYjHalc" 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_z18lW97mEPt4"&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
to be used in the production of our technology systems or in connection with maintenance agreements with customers. 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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:InventoryPolicyTextBlock>
    <us-gaap:RevenueFromContractWithCustomerPolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_843_eus-gaap--RevenueFromContractWithCustomerPolicyTextBlock_zb1IDcrE1DMd" 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_zeNdUwulvsXf"&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="width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;1.&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;Identify the contract with the customer;&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: 10pt Times New Roman, Times, 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;2.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Identify the performance obligations in the contract;&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: 10pt Times New Roman, Times, 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;3.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Determine the transaction price;&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: 10pt Times New Roman, Times, 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;4.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Allocate the transaction price to separate performance obligations; and&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: 10pt Times New Roman, Times, 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;5.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Recognize revenue when (or as) each performance obligation is satisfied.&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 generates revenues 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;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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;1.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Technology Systems;&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: 10pt Times New Roman, Times, 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;2.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;AI Technology;&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: 10pt Times New Roman, Times, 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;3.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Technical Support; and&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: 10pt Times New Roman, Times, 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;4.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Consulting Services.&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;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 technology systems
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 direct 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.&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. &#160;&lt;/p&gt;

&lt;p style="font: 10pt Calibri, Helvetica, Sans-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;&lt;b&gt;Technical Support&lt;/b&gt;&lt;/p&gt;

&lt;p style="font: 10pt Calibri, Helvetica, Sans-Serif; margin: 0"&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 three sources: (1) Professional Services (consulting and auditing); (2) Software licensing
with optional hardware sales; and (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;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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;(1)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Revenues for professional services, which are of short-term duration, are recognized when services are completed;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(2)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;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;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(3)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;(4)&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;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;/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;&lt;/b&gt;&lt;/p&gt;

</us-gaap:RevenueFromContractWithCustomerPolicyTextBlock>
    <duot:MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_84C_ecustom--MultiplePerformanceObligationsAndAllocationOfTransactionPricePolicyTextBlock_za8KmUjJuxxl" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span id="a_Hlk110607163"/&gt;&lt;b&gt;&lt;span id="xdx_862_zcfKNbXrmv25"&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 Intelligent 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 obligations 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>
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&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 operates in one reportable segment.&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:SegmentReportingPolicyPolicyTextBlock>
    <us-gaap:ShareholdersEquityAndShareBasedPaymentsTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_847_eus-gaap--ShareholdersEquityAndShareBasedPaymentsTextBlock_zVuvoA4fGaT" 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_zZN888uthh0k"&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 and non-employee
stock-based compensation in accordance with ASC 718-10, &#x201c;&lt;i&gt;Share-Based Payment&lt;/i&gt;,&#x201d; which requires the grant date measurement
and the recognition of compensation expense for all share-based payment awards made 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"&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;i&gt;Determining Fair Value Under ASC 718-10&lt;/i&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 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 the 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;&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"&gt;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:ShareholdersEquityAndShareBasedPaymentsTextBlock>
    <us-gaap:LesseeLeasesPolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_844_eus-gaap--LesseeLeasesPolicyTextBlock_zfaajmPE0A3a" 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_862_z5ZYxaMDZpi9"&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 it has 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 administrative 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;&lt;b&gt;&#160;&lt;/b&gt;&lt;/p&gt;

</us-gaap:LesseeLeasesPolicyTextBlock>
    <us-gaap:NewAccountingPronouncementsPolicyPolicyTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_848_eus-gaap--NewAccountingPronouncementsPolicyPolicyTextBlock_zscfk11FP221" 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_zRBkVHsQ4DFc"&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;&lt;span style="background-color: white"/&gt;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span style="background-color: white"&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 unaudited consolidated financial statements.&lt;/span&gt;&lt;/p&gt;
&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span style="background-color: white"/&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;span style="background-color: white"&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 will be 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 unaudited consolidated financial statements.&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;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="From2022-01-01to2022-06-30">&lt;p id="xdx_807_eus-gaap--SubstantialDoubtAboutGoingConcernTextBlock_zjHdCJNR1H24" style="font: 10pt/11pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 2 &#x2013; &lt;span id="xdx_822_zBmLMdCdN8ok"&gt;LIQUIDITY&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 unaudited consolidated
financial statements, the Company had a net loss of $&lt;span id="xdx_90F_eus-gaap--NetIncomeLoss_iN_pp0p0_di_c20220101__20220630_z93r2HOZxmVb" title="Net income"&gt;3,987,288&lt;/span&gt; for the six months ended June 30, 2022. During the same period, cash provided
in operating activities was $&lt;span id="xdx_908_eus-gaap--NetCashProvidedByUsedInOperatingActivities_pp0p0_c20220101__20220630_zwmHCF3Eq1I" title="Net cash used in operations"&gt;287,784&lt;/span&gt;. The working capital surplus and accumulated deficit as of June 30, 2022 were $&lt;span id="xdx_908_ecustom--WorkingCapitalDeficit_c20220630_pp0p0" title="Working capital deficit"&gt;1,221,567&lt;/span&gt; and $&lt;span id="xdx_90A_eus-gaap--RetainedEarningsAccumulatedDeficit_iNI_pp0p0_di_c20220630_zZzLtvwdLOlb" title="Accumulated deficit"&gt;49,484,339&lt;/span&gt;,
respectively. In one previous financial reporting period during 2021, the Company had raised substantial doubt about continuing as a going
concern. This was principally due to a lack of working capital prior to an underwritten common stock offering which was completed during
the first quarter of 2022 (the &#x201c;2022 Offering&#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;During the previous 18 months, the Company has raised
more than $10 million after fees and expenses, both from existing shareholders through the issuance of Series C Convertible Preferred
Stock and in the first quarter of 2022, a follow-on common stock offering using its previously filed &#x201c;shelf&#x201d; registration.
Although, further additional investment is not assured, the Company believes that it would be able to raise sufficient capital to support
expanded operations based on an anticipated increase in business activity and the recent improvement in the capital markets. In the long
run, the continuation of the Company as a going concern is dependent upon the ability of the Company to continue executing the plan described
above, generate enough revenue, and eventually attain consistently profitable operations. Although the current global pandemic related
to the coronavirus (COVID-19) has affected our operations, particularly in 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 pandemic and its 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 to maintain operations for at least twelve months from the
date of this report. A notable recent success is the &#x201c;bonding&#x201d; secured in the amount of approximately $8 million for a major
project for which the Company recently received full &#x201c;notice to proceed&#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;The Company was successful in securing a loan of $&lt;span id="xdx_90E_eus-gaap--SecuredDebt_c20220630_pp0p0" title="Secured loan"&gt;1,410,270&lt;/span&gt;
during the second quarter of 2020 from the Small Business Administration via the PPP/CARES Act program which further bolstered the Company&#x2019;s
cash reserves. This loan was forgiven in the first quarter of 2021 and leaves the Company essentially debt free other than the normal
course of business equipment and insurance financing as reflected in Note 3 to these financial statements. The Company has also been successful
in increasing its working capital surplus after receiving proceeds in 2021 of $4,500,000 and more recently, in the first quarter of 2022,
receiving net proceeds of approximately $&lt;span id="xdx_907_eus-gaap--ProceedsFromOtherDebt_c20220101__20220630_pp0p0" title="Net proceeds bebt"&gt;5,500,000&lt;/span&gt; from the successful sales of common stock under the Company&#x2019;s &#x201c;shelf registration&#x201d;
statement as previously mentioned. This gives us the capital required to fund the fundamental business changes that we are executing including
organization, product alignment and market focus and maintenance of our business strategy overall. 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. During 2021, management took
further significant actions including reorganizing our engineering and technical teams and selectively improving organizational efficiency
to effectively grow the business in concert with the influx of business won in late 2021 and early 2022. Upon completion of the 2022 Offering,
management has raised sufficient working capital to meet its needs for the next 12-months without the need to raise further capital. The
Company had experienced a significant slowdown in closing new projects due to cautious actions by current and potential clients as a result
of COVID-19 but this appears to be abating as time passes. We continue to be successful in identifying new business opportunities and
are focused on maintaining a backlog of projects.&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;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, recent events
including an approximate $5.5 million injection of funds from the 2022 Offering, significant recent orders and the overall stabilization
of the business indicate that there is no longer substantial doubt for the Company to continue as a going concern for a period of twelve
months from the issuance of this report. We will continue executing the plan to grow our business and eventually achieve profitability
without the requirement to raise additional capital for existing operations for 2022 although we may do so to fund selective opportunities
that may arise. Management has extensively evaluated our requirements for the next 12 months and has determined that the Company currently
has sufficient cash 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;








</us-gaap:SubstantialDoubtAboutGoingConcernTextBlock>
    <us-gaap:NetIncomeLoss
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">-3987288</us-gaap:NetIncomeLoss>
    <us-gaap:NetCashProvidedByUsedInOperatingActivities
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">287784</us-gaap:NetCashProvidedByUsedInOperatingActivities>
    <duot:WorkingCapitalDeficit contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">1221567</duot:WorkingCapitalDeficit>
    <us-gaap:RetainedEarningsAccumulatedDeficit contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">-49484339</us-gaap:RetainedEarningsAccumulatedDeficit>
    <us-gaap:SecuredDebt contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">1410270</us-gaap:SecuredDebt>
    <us-gaap:ProceedsFromOtherDebt
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">5500000</us-gaap:ProceedsFromOtherDebt>
    <us-gaap:DebtDisclosureTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_80D_eus-gaap--DebtDisclosureTextBlock_zPuGPTefGMC4" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 3 &#x2013; &lt;span id="xdx_82F_zoVzH6ZgYT45"&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 June 30, 2022 and December 31, 2021:&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" id="xdx_89F_eus-gaap--ScheduleOfDebtTableTextBlock_zMcTkBFNJ0le" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" 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_8B7_z1b2HWwqXQA" style="display: none"&gt;Notes Payable - Financing Agreements&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;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;td style="text-align: right"&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 style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;
    &lt;td style="vertical-align: bottom; width: 45%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 12%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 9%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 12%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 9%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30, 2022&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;December 31, 2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Notes Payable&lt;/b&gt;&lt;/span&gt;&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-size: 8pt"&gt;&lt;b&gt;Principal&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;Interest&lt;/b&gt;&lt;/span&gt;&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-size: 8pt"&gt;&lt;b&gt;Principal&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;Interest&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: #CCFFCC"&gt;
    &lt;td&gt;Third Party - Insurance Note 1&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;10,317&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z8AS5Eo4DZ75" title="Notes Payable, Interest"&gt;7.75&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;22,266&lt;/td&gt;
    &lt;td&gt;&#160;&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 id="xdx_904_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zUuYZAymcmB6" title="Notes Payable, Interest"&gt;7.75&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Third Party - Insurance Note 2&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;52,441&lt;/td&gt;
    &lt;td&gt;&#160;&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 id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zhGmCGOptIue" title="Notes Payable, Interest"&gt;6.24&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;12,667&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk7wqYQDzkej" title="Notes Payable, Interest"&gt;6.24&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td&gt;Third Party - Insurance Note 3&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;3,918&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&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;td id="xdx_98B_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;17,570&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Third Party - Insurance Note 4&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 id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal"&gt;100,010&lt;/td&gt;
    &lt;td 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 style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl0983"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td&gt;Total&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20220630_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal"&gt;166,686&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_985_eus-gaap--OtherNotesPayableCurrent_c20211231_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal"&gt;52,503&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8A8_zwmfouGovzd5" 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, 2021 with its insurance provider by issuing a $&lt;span id="xdx_908_eus-gaap--NotesPayable_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"&gt;22,266&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_907_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zXsGVfbP4sJh" title="Interest rate"&gt;7.75&lt;/span&gt;% payable in monthly installments of principal and interest totaling $&lt;span id="xdx_901_eus-gaap--DebtInstrumentPeriodicPayment_c20201128__20201223__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Monthly installments of principal and interest"&gt;2,104&lt;/span&gt; through
November 23, 2022. The balance of Insurance Note 1 as of June 30, 2022 and December 31, 2021 was $&lt;span id="xdx_90B_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"&gt;10,317&lt;/span&gt; and $&lt;span id="xdx_908_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" title="Notes payable outstanding balance"&gt;22,266&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 April
15, 2021 with its insurance provider by issuing a note payable (Insurance Note 2) in the amount of $&lt;span id="xdx_90D_eus-gaap--NotesPayable_iI_pp0p0_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zzN6vjUGQsxi" title="Notes payable outstanding balance"&gt;62,041&lt;/span&gt;,
secured with an annual interest rate of &lt;span id="xdx_909_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zJvuXiiL8Rp6" title="Interest rate"&gt;6.24&lt;/span&gt;%
and payable in 10 monthly installments of principal and interest totaling $&lt;span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20210402__20210415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk4IbH6y1d6b" title="Monthly installments of principal and interest"&gt;6,383&lt;/span&gt;.
The policy renewed on April 15, 2022 and, in connection therewith, the Company issued a new note payable to the insurer on April 15,
2022 in the amount $&lt;span id="xdx_907_eus-gaap--NotesPayable_iI_pp0p0_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zfJoOQpcloEf"&gt;63,766&lt;/span&gt;
secured with an annual interest rate of &lt;span id="xdx_900_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zIj3hRzbm1lg"&gt;6.24&lt;/span&gt;%
and payable in 11 monthly installments of principal and interest totaling $&lt;span id="xdx_902_eus-gaap--DebtInstrumentPeriodicPayment_pp0p0_c20220402__20220415__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zOo5YpIqhhEc"&gt;5,979&lt;/span&gt;.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 2 was $&lt;span id="xdx_902_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"&gt;52,441&lt;/span&gt;
and $&lt;span id="xdx_901_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" title="Notes payable outstanding balance"&gt;12,667&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, 2021 with its insurance provider by issuing a note payable (Insurance 3) in the amount of $&lt;span id="xdx_90E_eus-gaap--NotesPayable_c20200915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"&gt;19,965&lt;/span&gt; and payable in 10 monthly installments
of $&lt;span id="xdx_908_eus-gaap--DebtInstrumentPeriodicPayment_c20210901__20210915__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"&gt;1,997&lt;/span&gt;. At June 30, 2022 and December 31, 2021, the balance of Insurance Note 3 was $&lt;span id="xdx_90C_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"&gt;3,918&lt;/span&gt; and $&lt;span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" title="Notes payable outstanding balance"&gt;17,570&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, 2021 with its insurance provider by issuing a note payable (Insurance 4) in the amount of $&lt;span id="xdx_90B_eus-gaap--NotesPayable_c20210203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance"&gt;215,654&lt;/span&gt;
with a down payment paid in the amount of $37,000 on April 6, 2021 and ten monthly installments of $&lt;span id="xdx_90F_eus-gaap--DebtInstrumentPeriodicPayment_c20210401__20210406__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"&gt;17,899&lt;/span&gt;.
The Company received a refund on October 5, 2021 for the annual audit of the policy resulting in the refund being applied to the
outstanding amount of $35,787. The policy renewed on February 3, 2022 and, in connection therewith, the Company issued a new note
payable to the insurer in the amount of $&lt;span id="xdx_90E_eus-gaap--NotesPayable_c20220203_pp0p0" title="Notes payable outstanding balance"&gt;242,591&lt;/span&gt;
with a down payment paid in the amount of $41,854 and payable in ten monthly installments of $&lt;span id="xdx_904_eus-gaap--DebtInstrumentPeriodicPayment_c20200202__20200203__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Monthly installments of principal and interest"&gt;20,074&lt;/span&gt;.
At June 30, 2022 and December 31, 2021, the balance of Insurance Note 4 was $&lt;span id="xdx_905_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" title="Notes payable outstanding balance"&gt;100,010&lt;/span&gt;
and zero&lt;span id="xdx_909_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="display: none" title="Notes payable outstanding balance"&gt;0&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"&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 August 26,
2019 with an equipment financing company by issuing a $&lt;span id="xdx_905_eus-gaap--NotesPayable_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"&gt;147,810&lt;/span&gt; note secured by the equipment being financed, with an annual interest rate
of &lt;span id="xdx_901_eus-gaap--DerivativeFixedInterestRate_iI_dp_c20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zIWxHjTwDdDd" title="Interest rate"&gt;12.72&lt;/span&gt;% and payable in monthly installments of principal and interest totaling $&lt;span id="xdx_90B_eus-gaap--DebtInstrumentPeriodicPayment_c20190801__20190826__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest"&gt;4,963&lt;/span&gt; through August 1, 2022. The Company entered into
an additional agreement on May 22, 2020 with the same 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_908_eus-gaap--DerivativeFixedInterestRate_iI_pip0_dp_c20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_zyb2w9TrWdDc" title="Interest rate"&gt;9.90&lt;/span&gt;% and payable in monthly installments of principal and interest totaling $&lt;span id="xdx_900_eus-gaap--DebtInstrumentPeriodicPayment_c20200501__20200522__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Monthly installments of principal and interest"&gt;3,919&lt;/span&gt; through June 1, 2023. At June 30, 2022 and
December 31, 2021, the balance of these notes was $&lt;span id="xdx_90A_eus-gaap--NotesPayable_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"&gt;54,373&lt;/span&gt; and $&lt;span id="xdx_90B_eus-gaap--NotesPayable_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--EquipmentFinancingMember_pp0p0" title="Notes payable outstanding balance"&gt;103,186&lt;/span&gt;, respectively.&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;At June 30, 2022, future minimum lease payments due
under the equipment financing is as follows:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify; text-indent: 3pc"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock_zjidXaJPVj0h" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - DEBT (Details - Schedule of Notes Payable - Related Parties)"&gt;
  &lt;tr&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&lt;span id="xdx_8BF_zvZ3kzwvtDpe" style="display: none"&gt;Schedule of Future Minimum Lease Payments Under Finance Lease&lt;/span&gt;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_496_20220630_zNwRy2hZFvxj" style="white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;Calendar year:&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maFLLPDzyUb_zJV3jptEAqja" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc"&gt;2022&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;33,441&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--FinanceLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maFLLPDzyUb_zul1bLG6646a"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc"&gt;2023&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;23,515&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_eus-gaap--FinanceLeaseLiabilityPaymentsDue_iTI_pp0p0_mtFLLPDzyUb_zWpWvy80CuWf" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Total minimum equipment financing payments&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;56,956&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_ecustom--LesseeFinanceLeaseLiabilityImputedInterest_iNI_pp0p0_di_zoIFZUlAhRJb"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Less: interest&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(2,583&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid; vertical-align: top"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--FinanceLeaseLiability_iI_pp0p0" style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap"&gt;Total equipment financing at June 30, 2022&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; text-align: right"&gt;54,373&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--FinanceLeaseLiabilityCurrent_iI_pp0p0_zLv1G7BINso1" style="vertical-align: bottom"&gt;
    &lt;td style="white-space: nowrap"&gt;Less: current portion of equipment financing&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; text-align: right"&gt;54,373&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_eus-gaap--FinanceLeaseLiabilityNoncurrent_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Long term portion of equipment financing&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom"&gt;$&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1062"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8A0_zAnrYO3K8RKh" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;b&gt;&#160;&#160;&lt;/b&gt;&lt;/p&gt;














</us-gaap:DebtDisclosureTextBlock>
    <us-gaap:ScheduleOfDebtTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_89F_eus-gaap--ScheduleOfDebtTableTextBlock_zMcTkBFNJ0le" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" 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_8B7_z1b2HWwqXQA" style="display: none"&gt;Notes Payable - Financing Agreements&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;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;td style="text-align: right"&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 style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;
    &lt;td style="vertical-align: bottom; width: 45%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 12%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 9%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 12%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 9%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom; width: 1%; text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;June 30, 2022&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="7" style="border-bottom: black 1pt solid; vertical-align: top; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;December 31, 2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: bottom"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Notes Payable&lt;/b&gt;&lt;/span&gt;&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-size: 8pt"&gt;&lt;b&gt;Principal&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;Interest&lt;/b&gt;&lt;/span&gt;&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-size: 8pt"&gt;&lt;b&gt;Principal&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&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-size: 8pt"&gt;&lt;b&gt;Interest&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: #CCFFCC"&gt;
    &lt;td&gt;Third Party - Insurance Note 1&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_987_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;10,317&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_z8AS5Eo4DZ75" title="Notes Payable, Interest"&gt;7.75&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;$&lt;/td&gt;
    &lt;td id="xdx_982_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;22,266&lt;/td&gt;
    &lt;td&gt;&#160;&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 id="xdx_904_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteOneMember_zUuYZAymcmB6" title="Notes Payable, Interest"&gt;7.75&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Third Party - Insurance Note 2&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98C_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;52,441&lt;/td&gt;
    &lt;td&gt;&#160;&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 id="xdx_90E_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zhGmCGOptIue" title="Notes Payable, Interest"&gt;6.24&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;12,667&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--LongTermDebtPercentageBearingFixedInterestRate_iI_dp_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteTwoMember_zk7wqYQDzkej" title="Notes Payable, Interest"&gt;6.24&lt;/span&gt;&lt;/td&gt;
    &lt;td&gt;%&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td&gt;Third Party - Insurance Note 3&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_986_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;3,918&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&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;td id="xdx_98B_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteThreeMember_pp0p0" style="text-align: right" title="Notes Payable, Principal"&gt;17,570&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;Third Party - Insurance Note 4&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 id="xdx_984_eus-gaap--OtherNotesPayableCurrent_c20220630__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal"&gt;100,010&lt;/td&gt;
    &lt;td 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 style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--OtherNotesPayableCurrent_c20211231__us-gaap--ShortTermDebtTypeAxis__custom--ThirdPartyInsuranceNoteFourMember_pp0p0" style="border-bottom: black 1pt solid; text-align: right" title="Notes Payable, Principal"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl0983"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#x2014;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td&gt;Total&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--OtherNotesPayableCurrent_c20220630_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal"&gt;166,686&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double"&gt;$&lt;/td&gt;
    &lt;td id="xdx_985_eus-gaap--OtherNotesPayableCurrent_c20211231_pp0p0" style="border-bottom: black 2.25pt double; text-align: right" title="Notes Payable, Principal"&gt;52,503&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
</us-gaap:ScheduleOfDebtTableTextBlock>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">10317</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="INF"
      unitRef="Pure">0.0775</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">22266</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="INF"
      unitRef="Pure">0.0775</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">52441</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0624</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">12667</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:LongTermDebtPercentageBearingFixedInterestRate
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0624</us-gaap:LongTermDebtPercentageBearingFixedInterestRate>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">3918</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">17570</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">100010</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">166686</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:OtherNotesPayableCurrent contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">52503</us-gaap:OtherNotesPayableCurrent>
    <us-gaap:NotesPayable
      contextRef="AsOf2020-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">22266</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2020-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="INF"
      unitRef="Pure">0.0775</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2020-11-282020-12-23_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">2104</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">10317</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteOneMember"
      decimals="0"
      unitRef="USD">22266</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">62041</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2021-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="INF"
      unitRef="Pure">0.0624</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2021-04-022021-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">6383</us-gaap:DebtInstrumentPeriodicPayment>
    <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="From2022-04-022022-04-15_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">5979</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">52441</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteTwoMember"
      decimals="0"
      unitRef="USD">12667</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2020-09-15_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">19965</us-gaap:NotesPayable>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2021-09-012021-09-15_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">1997</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">3918</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteThreeMember"
      decimals="0"
      unitRef="USD">17570</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-02-03_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">215654</us-gaap:NotesPayable>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2021-04-012021-04-06_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">17899</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable contextRef="AsOf2022-02-03" decimals="0" unitRef="USD">242591</us-gaap:NotesPayable>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2020-02-022020-02-03_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">20074</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-06-30_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">100010</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-12-31_custom_ThirdPartyInsuranceNoteFourMember"
      decimals="0"
      unitRef="USD">0</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2019-08-26_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">147810</us-gaap:NotesPayable>
    <us-gaap:DerivativeFixedInterestRate
      contextRef="AsOf2019-08-26_custom_EquipmentFinancingMember"
      decimals="INF"
      unitRef="Pure">0.1272</us-gaap:DerivativeFixedInterestRate>
    <us-gaap:DebtInstrumentPeriodicPayment
      contextRef="From2019-08-012019-08-26_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">4963</us-gaap:DebtInstrumentPeriodicPayment>
    <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="From2020-05-012020-05-22_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">3919</us-gaap:DebtInstrumentPeriodicPayment>
    <us-gaap:NotesPayable
      contextRef="AsOf2022-06-30_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">54373</us-gaap:NotesPayable>
    <us-gaap:NotesPayable
      contextRef="AsOf2021-12-31_custom_EquipmentFinancingMember"
      decimals="0"
      unitRef="USD">103186</us-gaap:NotesPayable>
    <us-gaap:ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock_zjidXaJPVj0h" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - DEBT (Details - Schedule of Notes Payable - Related Parties)"&gt;
  &lt;tr&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&lt;span id="xdx_8BF_zvZ3kzwvtDpe" style="display: none"&gt;Schedule of Future Minimum Lease Payments Under Finance Lease&lt;/span&gt;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_496_20220630_zNwRy2hZFvxj" style="white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;Calendar year:&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--FinanceLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maFLLPDzyUb_zJV3jptEAqja" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc"&gt;2022&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;33,441&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--FinanceLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maFLLPDzyUb_zul1bLG6646a"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; padding-left: 1.5pc; text-indent: -0.5pc"&gt;2023&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;23,515&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_eus-gaap--FinanceLeaseLiabilityPaymentsDue_iTI_pp0p0_mtFLLPDzyUb_zWpWvy80CuWf" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Total minimum equipment financing payments&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;56,956&lt;/td&gt;
    &lt;td style="vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_ecustom--LesseeFinanceLeaseLiabilityImputedInterest_iNI_pp0p0_di_zoIFZUlAhRJb"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Less: interest&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(2,583&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid; vertical-align: top"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40E_eus-gaap--FinanceLeaseLiability_iI_pp0p0" style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap"&gt;Total equipment financing at June 30, 2022&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; text-align: right"&gt;54,373&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--FinanceLeaseLiabilityCurrent_iI_pp0p0_zLv1G7BINso1" style="vertical-align: bottom"&gt;
    &lt;td style="white-space: nowrap"&gt;Less: current portion of equipment financing&lt;/td&gt;
    &lt;td style="white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; text-align: right"&gt;54,373&lt;/td&gt;
    &lt;td style="border-bottom: white 1pt solid"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40B_eus-gaap--FinanceLeaseLiabilityNoncurrent_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;Long term portion of equipment financing&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom"&gt;$&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1062"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="border-bottom: white 2.25pt double; vertical-align: top"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
</us-gaap:ScheduleOfFutureMinimumLeasePaymentsForCapitalLeasesTableTextBlock>
    <us-gaap:FinanceLeaseLiabilityPaymentsDueNextTwelveMonths contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">33441</us-gaap:FinanceLeaseLiabilityPaymentsDueNextTwelveMonths>
    <us-gaap:FinanceLeaseLiabilityPaymentsDueYearTwo contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">23515</us-gaap:FinanceLeaseLiabilityPaymentsDueYearTwo>
    <us-gaap:FinanceLeaseLiabilityPaymentsDue contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">56956</us-gaap:FinanceLeaseLiabilityPaymentsDue>
    <duot:LesseeFinanceLeaseLiabilityImputedInterest contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">2583</duot:LesseeFinanceLeaseLiabilityImputedInterest>
    <us-gaap:FinanceLeaseLiability contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">54373</us-gaap:FinanceLeaseLiability>
    <us-gaap:FinanceLeaseLiabilityCurrent contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">54373</us-gaap:FinanceLeaseLiabilityCurrent>
    <us-gaap:CommitmentsAndContingenciesDisclosureTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_80D_eus-gaap--CommitmentsAndContingenciesDisclosureTextBlock_zMHQUaHdZWUd" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;NOTE 4 &#x2013; &lt;span id="xdx_821_zFSD3loFQk73"&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;span id="a_Hlk110338799"/&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: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;On July 26, 2021, the Company entered a new operating
lease agreement for office and warehouse combination space of &lt;span id="xdx_901_ecustom--AreaOfLease_usqft_c20210702__20210726_zZSn5VaJIyH3" 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 will combine the Company&#x2019;s two separate work locations into one facility, which will allow for greater
collaboration and also accommodate 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--OperatingLeaseLiabilityCurrent_c20211124_pp0p0" title="Operating lease liability"&gt;4,980,104&lt;/span&gt; at lease commencement. Rent for the first eleven months of the term will be calculated based on &lt;span id="xdx_900_ecustom--RentableSpace_usqft_c20210702__20210726_z153dt7SivNe" 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_902_eus-gaap--SecurityDepositLiability_c20210726_pp0p0" title="Security Deposit payment"&gt;600,000&lt;/span&gt; on July 26, 2021. The right of use asset balance at June 30, 2022, net of amortization, was $&lt;span id="xdx_90D_eus-gaap--OperatingLeaseRightOfUseAsset_c20220630_pp0p0" title="Operating lease right of use asset"&gt;4,767,219&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 June 30, 2022, 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
9.9 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 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;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_890_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zNduAMjSFxig" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" 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_8B6_zuOFWYVSfCNg" style="display: none"&gt;Schedule of supplemental information related to leases&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: black 1pt solid"&gt;
    &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;Six 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;June 30,&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;&lt;b&gt;Lease cost:&lt;/b&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="width: 78%; text-align: justify"&gt;Operating lease cost&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--OperatingLeaseCost_c20220101__20220630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost"&gt;389,813&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--OperatingLeaseCost_c20210101__20210630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost"&gt;145,856&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;Short-term lease cost&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--ShortTermLeaseCost_c20220101__20220630_pp0p0" style="text-align: right" title="Short term lease Cost"&gt;17,922&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--ShortTermLeaseCost_c20210101__20210630_pp0p0" style="text-align: right" title="Short term lease Cost"&gt;10,806&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;&lt;b&gt;Other information:&lt;/b&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;Operating cash outflow used for operating leases&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_985_eus-gaap--PaymentsForRent_c20220101__20220630_pp0p0" style="text-align: right" title="Operating cash outflow used for operating leases"&gt;185,000&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--PaymentsForRent_c20210101__20210630_pp0p0" style="text-align: right" title="Operating cash outflow used for operating leases"&gt;151,568&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;Weighted average discount rate&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90B_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20220630_zZAMsIPEWY2h" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;%&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90B_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20210630_zkIfG0d7lYUc" title="Weighted average discount rate"&gt;12.0&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;Weighted average remaining lease term&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220630_zu7tmVLYWjPc" title="Weighted average remaining lease term"&gt;9.9&lt;/span&gt; years&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_907_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20210630_zmWuvgWtMfld" title="Weighted average remaining lease term"&gt;0.3&lt;/span&gt; years&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8AA_zvh3XdMHmbQ9" style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&#160;&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"&gt;As of June 30, 2022, future minimum lease payments due under operating
leases are as follows:&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" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock_zFIAAQfDMA4f" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Future Minimum Lease Payments)"&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;&lt;span id="xdx_8B5_zbPSQZYmiTH2" style="display: none"&gt;Future minimum lease payments for non-cancelable operating leases&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_490_20220630_zVIHi3aFLLJd" style="white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 81%; text-align: justify"&gt;Calendar year:&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 9%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 8%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_406_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maLOLLPzqbp_zrWWnRKiTrXl" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2022&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;193,988&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maLOLLPzqbp_zzp0LNcs6H08"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2023&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;696,869&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maLOLLPzqbp_zckQq2ACEuz5" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2024&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;779,087&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_407_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maLOLLPzqbp_zovuo8oRcZlb"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2025&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;798,556&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFive_iI_pp0p0_maLOLLPzqbp_zgWeP2VCq3Y5" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2026&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;818,518&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_iI_pp0p0_maLOLLPzqbp_zpFjQEwLBhv7"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;Thereafter&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;4,803,472&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_pp0p0_mtLOLLPzqbp_ziSPSoPNctnj" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;8,090,490&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_pp0p0_di_zPVaGhftBV12"&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Less: Impact of discounting&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(2,988,921&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; vertical-align: top; text-align: justify"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--OperatingLeaseLiability_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Total present value of operating lease obligations&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;5,101,569&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_ecustom--CurrentPortion_iNI_pp0p0"&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Current portion&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(510,028&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; vertical-align: top; text-align: justify"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Operating lease obligations, less current portion&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;4,591,541&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
&lt;p id="xdx_8A7_zRO651qYt7v1" 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;/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;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 provides that he will receive separation
payments over a 36-month period equal to his base salary plus $&lt;span id="xdx_90F_ecustom--AdditionalCompensationToBePaidInSeparationPayments_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" 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 contains 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
will pay to Mr. Arcaini the total sum of $&lt;span id="xdx_900_ecustom--OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="One-time charge which will be amortized in equal amounts over the 36-month term of 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_90D_ecustom--PaymentOneOfSeparationAgreement_c20210302__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Lump sum payment owed under separation agreement"&gt;124,631&lt;/span&gt;, owed to Mr. Arcaini and the Company will continue to pay him in semi-monthly installments for 30
months thereafter, as contemplated in Mr. Arcaini&#x2019;s Separation Agreement. The remaining balance of approximately $&lt;span id="xdx_90D_eus-gaap--AccruedLiabilitiesCurrent_c20220630__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Accrued Liabilities, Current"&gt;354,000&lt;/span&gt; as of
June 30, 2022 is included in accrued expenses in the accompanying unaudited consolidated balance sheet. In addition, the Company will
pay one-half of Mr. Arcaini&#x2019;s current life insurance premiums for 36 months of approximately $&lt;span id="xdx_90E_ecustom--PaymentTwoSeparationAgreementForLifeInsurance_c20200710__srt--TitleOfIndividualAxis__srt--ChiefExecutiveOfficerMember_pp0p0" title="Current life insurance"&gt;1,200&lt;/span&gt; per month and provide and pay
for his health insurance for 36 months following the Separation Date of approximately $450 per month, which are also included in accrued
expenses as described above.&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:CommitmentsAndContingenciesDisclosureTextBlock>
    <duot:AreaOfLease
      contextRef="From2021-07-022021-07-26"
      decimals="INF"
      unitRef="sqft">40000</duot:AreaOfLease>
    <us-gaap:OperatingLeaseLiabilityCurrent contextRef="AsOf2021-11-24" decimals="0" unitRef="USD">4980104</us-gaap:OperatingLeaseLiabilityCurrent>
    <duot:RentableSpace
      contextRef="From2021-07-022021-07-26"
      decimals="INF"
      unitRef="sqft">30000</duot:RentableSpace>
    <us-gaap:SecurityDepositLiability contextRef="AsOf2021-07-26" decimals="0" unitRef="USD">600000</us-gaap:SecurityDepositLiability>
    <us-gaap:OperatingLeaseRightOfUseAsset contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">4767219</us-gaap:OperatingLeaseRightOfUseAsset>
    <duot:SupplementalInformationRelatedLeasesTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_890_ecustom--SupplementalInformationRelatedLeasesTableTextBlock_zNduAMjSFxig" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" 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_8B6_zuOFWYVSfCNg" style="display: none"&gt;Schedule of supplemental information related to leases&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="6" style="border-bottom: black 1pt solid"&gt;
    &lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;Six 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;June 30,&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;2022&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;2021&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;&lt;b&gt;Lease cost:&lt;/b&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="width: 78%; text-align: justify"&gt;Operating lease cost&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td id="xdx_981_eus-gaap--OperatingLeaseCost_c20220101__20220630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost"&gt;389,813&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td id="xdx_988_eus-gaap--OperatingLeaseCost_c20210101__20210630_pp0p0" style="width: 8%; text-align: right" title="Operating lease cost"&gt;145,856&lt;/td&gt;
    &lt;td style="width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;Short-term lease cost&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_989_eus-gaap--ShortTermLeaseCost_c20220101__20220630_pp0p0" style="text-align: right" title="Short term lease Cost"&gt;17,922&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_98B_eus-gaap--ShortTermLeaseCost_c20210101__20210630_pp0p0" style="text-align: right" title="Short term lease Cost"&gt;10,806&lt;/td&gt;
    &lt;td style="text-align: justify"&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="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;&lt;b&gt;Other information:&lt;/b&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;Operating cash outflow used for operating leases&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_985_eus-gaap--PaymentsForRent_c20220101__20220630_pp0p0" style="text-align: right" title="Operating cash outflow used for operating leases"&gt;185,000&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td id="xdx_983_eus-gaap--PaymentsForRent_c20210101__20210630_pp0p0" style="text-align: right" title="Operating cash outflow used for operating leases"&gt;151,568&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: #CCFFCC"&gt;
    &lt;td style="text-align: justify"&gt;Weighted average discount rate&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90B_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20220630_zZAMsIPEWY2h" title="Weighted average discount rate"&gt;9.0&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;%&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_90B_eus-gaap--OperatingLeaseWeightedAverageDiscountRatePercent_iI_dp_c20210630_zkIfG0d7lYUc" title="Weighted average discount rate"&gt;12.0&lt;/span&gt;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;%&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="text-align: justify"&gt;Weighted average remaining lease term&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_906_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20220630_zu7tmVLYWjPc" title="Weighted average remaining lease term"&gt;9.9&lt;/span&gt; years&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: right"&gt;&lt;span id="xdx_907_eus-gaap--OperatingLeaseWeightedAverageRemainingLeaseTerm1_iI_dtY_c20210630_zmWuvgWtMfld" title="Weighted average remaining lease term"&gt;0.3&lt;/span&gt; years&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
</duot:SupplementalInformationRelatedLeasesTableTextBlock>
    <us-gaap:OperatingLeaseCost
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">389813</us-gaap:OperatingLeaseCost>
    <us-gaap:OperatingLeaseCost
      contextRef="From2021-01-012021-06-30"
      decimals="0"
      unitRef="USD">145856</us-gaap:OperatingLeaseCost>
    <us-gaap:ShortTermLeaseCost
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">17922</us-gaap:ShortTermLeaseCost>
    <us-gaap:ShortTermLeaseCost
      contextRef="From2021-01-012021-06-30"
      decimals="0"
      unitRef="USD">10806</us-gaap:ShortTermLeaseCost>
    <us-gaap:PaymentsForRent
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">185000</us-gaap:PaymentsForRent>
    <us-gaap:PaymentsForRent
      contextRef="From2021-01-012021-06-30"
      decimals="0"
      unitRef="USD">151568</us-gaap:PaymentsForRent>
    <us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent contextRef="AsOf2022-06-30" decimals="INF" unitRef="Pure">0.090</us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent>
    <us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent contextRef="AsOf2021-06-30" decimals="INF" unitRef="Pure">0.120</us-gaap:OperatingLeaseWeightedAverageDiscountRatePercent>
    <us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1 contextRef="AsOf2022-06-30">P9Y10M24D</us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1>
    <us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1 contextRef="AsOf2021-06-30">P0Y3M18D</us-gaap:OperatingLeaseWeightedAverageRemainingLeaseTerm1>
    <us-gaap:ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_895_eus-gaap--ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock_zFIAAQfDMA4f" style="font: 10pt Times New Roman, Times, Serif; width: 100%; border-collapse: collapse" summary="xdx: Disclosure - COMMITMENTS AND CONTINGENCIES (Details - Schedule of Future Minimum Lease Payments)"&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;&lt;span id="xdx_8B5_zbPSQZYmiTH2" style="display: none"&gt;Future minimum lease payments for non-cancelable operating leases&lt;/span&gt;&lt;/td&gt;
    &lt;td colspan="2" id="xdx_490_20220630_zVIHi3aFLLJd" style="white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td colspan="2" style="white-space: nowrap; vertical-align: bottom"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: center"&gt;&lt;span style="font-size: 8pt"&gt;&lt;b&gt;Amount&lt;/b&gt;&lt;/span&gt;&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 81%; text-align: justify"&gt;Calendar year:&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 9%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; width: 8%; text-align: right"&gt;&#160;&lt;/td&gt;
    &lt;td style="vertical-align: top; width: 1%; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_406_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths_iI_pp0p0_maLOLLPzqbp_zrWWnRKiTrXl" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2022&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;$&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;193,988&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_iI_pp0p0_maLOLLPzqbp_zzp0LNcs6H08"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2023&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;696,869&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearThree_iI_pp0p0_maLOLLPzqbp_zckQq2ACEuz5" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2024&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;779,087&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_407_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFour_iI_pp0p0_maLOLLPzqbp_zovuo8oRcZlb"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2025&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;798,556&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueYearFive_iI_pp0p0_maLOLLPzqbp_zgWeP2VCq3Y5" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;2026&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;818,518&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_iI_pp0p0_maLOLLPzqbp_zpFjQEwLBhv7"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;Thereafter&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;4,803,472&lt;/td&gt;
    &lt;td style="vertical-align: top; background-color: #CCFFCC; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40A_eus-gaap--LesseeOperatingLeaseLiabilityPaymentsDue_iTI_pp0p0_mtLOLLPzqbp_ziSPSoPNctnj" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&#160;&#160;&#160;&#160;&#160;Total undiscounted future minimum lease payments&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;8,090,490&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_eus-gaap--LesseeOperatingLeaseLiabilityUndiscountedExcessAmount_iNI_pp0p0_di_zPVaGhftBV12"&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Less: Impact of discounting&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(2,988,921&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; vertical-align: top; text-align: justify"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40F_eus-gaap--OperatingLeaseLiability_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Total present value of operating lease obligations&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: right"&gt;5,101,569&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_40D_ecustom--CurrentPortion_iNI_pp0p0"&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Current portion&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;(510,028&lt;/td&gt;
    &lt;td style="padding-bottom: 1pt; vertical-align: top; text-align: justify"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_402_ecustom--OperatingLeaseLiabilityLessCurrentPortion_iI_pp0p0" style="background-color: #CCFFCC"&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;Operating lease obligations, less current portion&lt;/td&gt;
    &lt;td style="white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: justify"&gt;$&lt;/td&gt;
    &lt;td style="border-bottom: black 2.25pt double; white-space: nowrap; vertical-align: bottom; text-align: right"&gt;4,591,541&lt;/td&gt;
    &lt;td style="vertical-align: top; text-align: justify"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;
</us-gaap:ScheduleOfFutureMinimumRentalPaymentsForOperatingLeasesTableTextBlock>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">193988</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueNextTwelveMonths>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearTwo contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">696869</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearTwo>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearThree contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">779087</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearThree>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">798556</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFour>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFive contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">818518</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueYearFive>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">4803472</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive>
    <us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">8090490</us-gaap:LesseeOperatingLeaseLiabilityPaymentsDue>
    <us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">2988921</us-gaap:LesseeOperatingLeaseLiabilityUndiscountedExcessAmount>
    <us-gaap:OperatingLeaseLiability contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">5101569</us-gaap:OperatingLeaseLiability>
    <duot:CurrentPortion contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">-510028</duot:CurrentPortion>
    <duot:OperatingLeaseLiabilityLessCurrentPortion contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">4591541</duot:OperatingLeaseLiabilityLessCurrentPortion>
    <duot:AdditionalCompensationToBePaidInSeparationPayments
      contextRef="AsOf2020-07-10_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">75000</duot:AdditionalCompensationToBePaidInSeparationPayments>
    <duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement
      contextRef="AsOf2020-07-10_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">747788</duot:OnetimeChargeToBePaidOverThirtySixMonthTermOfSeparationAgreement>
    <duot:PaymentOneOfSeparationAgreement
      contextRef="AsOf2021-03-02_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">124631</duot:PaymentOneOfSeparationAgreement>
    <us-gaap:AccruedLiabilitiesCurrent
      contextRef="AsOf2022-06-30_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">354000</us-gaap:AccruedLiabilitiesCurrent>
    <duot:PaymentTwoSeparationAgreementForLifeInsurance
      contextRef="AsOf2020-07-10_srt_ChiefExecutiveOfficerMember"
      decimals="0"
      unitRef="USD">1200</duot:PaymentTwoSeparationAgreementForLifeInsurance>
    <us-gaap:StockholdersEquityNoteDisclosureTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_80B_eus-gaap--StockholdersEquityNoteDisclosureTextBlock_zriknX9pZf4f" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 5 &#x2013; &lt;span id="xdx_822_zKxvQ5hnvXd7"&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;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;On January 11, 2022,  shareholders converted &lt;span id="xdx_90C_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111_pdd" title="Conversion shares"&gt;710&lt;/span&gt;&#160;and
&lt;span id="xdx_900_eus-gaap--ConversionOfStockSharesIssued1_c20220102__20220111__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Conversion 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_908_eus-gaap--CommonStockConvertibleConversionPriceIncrease_c20220102__20220111_pdd" 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: 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 February 3, 2022, the Company closed an offering
of &lt;span id="xdx_907_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220129__20220203_pdd" title="Number of shares issued at shares"&gt;1,325,000&lt;/span&gt; shares of common stock in the amount of $&lt;span id="xdx_907_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220129__20220203_pp0p0" title="Common stock issued for services, value"&gt;5,300,000&lt;/span&gt; or $&lt;span id="xdx_90D_eus-gaap--SharePrice_c20220203_pdd" title="Share price"&gt;4&lt;/span&gt; per share before certain underwriting fees and offering expenses
with net proceeds of $&lt;span id="xdx_905_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220129__20220203_pp0p0" 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 a &#x201c;over-allotment&#x201d;
offering of &lt;span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20220201__20220221_pdd" title="Number of shares issued at shares"&gt;198,750&lt;/span&gt; shares of common stock in the amount of $&lt;span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodValueNewIssues_c20220201__20220221_pp0p0" title="Common stock issued for services, value"&gt;795,000&lt;/span&gt; or $&lt;span id="xdx_90D_eus-gaap--SharePrice_c20220221_pdd" title="Share price"&gt;4&lt;/span&gt; per share before certain underwriting fees and offering expenses
with net proceeds of $&lt;span id="xdx_90C_eus-gaap--ProceedsFromIssuanceInitialPublicOffering_c20220201__20220221_pp0p0" 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_905_eus-gaap--CommonStockIssuedEmployeeTrustDeferred_c20220221_pp0p0" 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_901_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220101__20220331__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_pdd" 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_902_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220101__20220331_z3eJSKPktWDh" title="Stock issued for services"&gt;40,000&lt;/span&gt; for services to the board &lt;span id="a_Hlk110864100"/&gt;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;&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 June 30, 2022, the Company issued &lt;span id="xdx_90D_eus-gaap--StockIssuedDuringPeriodSharesIssuedForServices_c20220401__20220630__us-gaap--StatementEquityComponentsAxis__us-gaap--CommonStockMember_zznRHCZcMWf5"&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_908_eus-gaap--StockIssuedDuringPeriodValueIssuedForServices_c20220401__20220630_zIjLtx0SPf67"&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: 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 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 has designated &lt;span id="xdx_905_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_zcMW2T3tzbbg" title="Preferred stock, shares issued"&gt;15,000&lt;/span&gt; of the &lt;span id="xdx_904_eus-gaap--PreferredStockSharesAuthorized_iI_c20220630_zLA4ThqmyJGh" title="Preferred stock 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_904_eus-gaap--PreferredStockParOrStatedValuePerShare_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zGOZFxDIc0Vg" title="Preferred stock, par value"&gt;1,000&lt;/span&gt; per share. The shares of Series B Convertible Preferred Stock are 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 is convertible at any time at the holder&#x2019;s option into a number of shares of common stock equal to $&lt;span id="xdx_905_eus-gaap--ConversionOfStockAmountConverted1_c20220101__20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pp0p0" title="Conversion of preferred stock"&gt;1,000&lt;/span&gt;
divided by the conversion price of $&lt;span id="xdx_90A_eus-gaap--DebtInstrumentConvertibleConversionPrice1_c20220630__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember_pdd" 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 Certificate of Designation does not prohibit the Company from waiving this limitation. Upon any liquidation, dissolution or
winding-up of Corporation, 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 Corporation to the holders of the common stock. Effective November 24, 2017
(the &#x201c;Effective Date&#x201d;), the Company entered into a Securities Purchase Agreement and a Registration Rights Agreement
which included the issuance of &lt;span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_z3MHzgqnPaT5" title="Preferred stock, shares issued"&gt;2,830&lt;/span&gt;
shares of Series B Convertible Preferred Stock worth $&lt;span id="xdx_90D_eus-gaap--ConversionOfStockAmountConverted1_pp0p0_c20171123__20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zHj4YClfzX69" title="Conversion of preferred stock"&gt;2,830,000&lt;/span&gt;
(including the conversion of liabilities at a price of $&lt;span id="xdx_907_eus-gaap--ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_iI_c20171124__us-gaap--StatementClassOfStockAxis__custom--SeriesBConvertiblePreferredStockMember__us-gaap--AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareByAntidilutiveSecuritiesAxis__us-gaap--EquityUnitPurchaseAgreementsMember_zGB7h0pJUnV6" title="Exercise price"&gt;1,000&lt;/span&gt;
per Class B Unit). As of June 30, 2022 and December 31, 2021, respectively, there are &lt;span id="xdx_901_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_z3zdKgvqUuW7" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_906_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zxMeDl3rlG05" title="Preferred stock, shares outstanding"&gt;851&lt;/span&gt;&lt;/span&gt;
and &lt;span id="xdx_908_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zWMictIEiB0l" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_901_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesBPreferredStockMember_zuGTYYfMDmT6" title="Preferred stock, shares outstanding"&gt;851&lt;/span&gt;&lt;/span&gt; shares of Series B 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 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 has designated
5,000 shares as the Series C Convertible Preferred Stock. Each share of the Series C Convertible Preferred Stock has a stated value of
$1,000. 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. Each share of Series C Convertible Preferred Stock has 172 votes (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 $5.50
(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 have 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 (the
&#x201c;Series C Convertible Preferred Stock&#x201d;), and the Company received proceeds of $&lt;span id="xdx_90C_eus-gaap--ProceedsFromIssuanceOfConvertiblePreferredStock_c20210201__20210226__us-gaap--TypeOfArrangementAxis__custom--PurchaseAgreementMember_pp0p0" title="Proceeds from issuance of preffeed 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_905_ecustom--SeriesCPreferredConvertedToCommonStockShares_c20220101__20220131__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_pdd" title="Series C preferred converted to common stock, shares"&gt;454,546&lt;/span&gt; shares of common stock. As of June 30, 2022 and
December 2021, respectively, there were zero &lt;span id="xdx_904_eus-gaap--PreferredStockSharesIssued_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zI8kH9X4YlUj" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_90F_eus-gaap--PreferredStockSharesOutstanding_iI_c20220630__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zVBBIFL64fn4" style="display: none" title="Preferred stock, shares outstanding"&gt;0&lt;/span&gt;&lt;/span&gt; and &lt;span id="xdx_90B_eus-gaap--PreferredStockSharesIssued_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_zUwBnxiEK7P4" title="Preferred stock, shares issued"&gt;&lt;span id="xdx_902_eus-gaap--PreferredStockSharesOutstanding_iI_c20211231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesCPreferredStockMember_z40AdNSBG807" title="Preferred stock, shares outstanding"&gt;2,500&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;&#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 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"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span id="a_Hlk110262055"/&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 six months ended June 30, 2022 and 2021, was $&lt;span id="xdx_904_eus-gaap--AllocatedShareBasedCompensationExpense_c20220101__20220630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_pp0p0" title="Stock-based compensation expense"&gt;438,809&lt;/span&gt; and $&lt;span id="xdx_907_eus-gaap--AllocatedShareBasedCompensationExpense_pp0p0_c20210101__20210630__srt--TitleOfIndividualAxis__custom--EmployeesAndDirectorsMember_zTmJ7FI3KnC9" title="Stock-based compensation expense"&gt;153,163&lt;/span&gt; respectively, for stock options granted
to employees and directors. This expense is included in selling, general and administrative expenses in the unaudited consolidated
statements of operations. Stock-based compensation expense recognized during the period 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 June 30, 2022, the total
compensation cost for stock options not yet recognized was $&lt;span id="xdx_90A_ecustom--TotalCompensationCostForStockOptions_c20220630_pp0p0" title="Total compensation cost for stock options"&gt;961,405&lt;/span&gt;. This cost will be recognized over the remaining vesting term of
the options ranging from six 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_904_eus-gaap--StockIssuedDuringPeriodSharesNewIssues_c20210501__20210512__us-gaap--PlanNameAxis__custom--Plan2021Member_pdd" title="Number of shares issued at 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.&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_907_ecustom--OptionsToPurchaseSharesOfCommonStock_c20220101__20220630_pdd" 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_c20220630_pdd" title="Strike price"&gt;6.41&lt;/span&gt;
per share, a &lt;span id="xdx_901_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardVestingPeriod1_dtY_c20220101__20220630_zSxtwuDFDZP2" style="display: none" title="Vesting term"&gt;5&lt;/span&gt; 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_909_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_c20220630_pdd" title="Shares available for grant"&gt;1,563,708&lt;/span&gt;
using a Black-Scholes model with the following assumptions: (1) expected term of &lt;span id="xdx_907_eus-gaap--SharebasedCompensationArrangementBySharebasedPaymentAwardFairValueAssumptionsExpectedTerm1_dtY_c20220101__20220630_zflyK1GGRLJ9" title="Expected term"&gt;3.5&lt;/span&gt;
years using the simplified method, (2) expected volatility rate of &lt;span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardFairValueAssumptionsExpectedVolatilityRate_dp_c20220101__20220630_znP2wAZpkvee" 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_905_eus-gaap--SensitivityAnalysisOfFairValueOfInterestsContinuedToBeHeldByTransferorServicingAssetsOrLiabilitiesImpactOfOtherThan10Or20PercentAdverseChangeInDiscountRatePercent_c20220101__20220630_pdd" 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;As of June 30, 2022, and December 31, 2021,
options to purchase a total of &lt;span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_ziPS5s3r8J69" title="Number of incentive stock options"&gt;986,266&lt;/span&gt;
(net of forfeitures discussed below) shares of common stock and &lt;span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_c20211231__us-gaap--AwardTypeAxis__us-gaap--EmployeeStockOptionMember_pdd" title="Number of incentive stock options"&gt;431,266&lt;/span&gt;
shares of common stock were outstanding, respectively and at June 30, 2022, 344,599 options were exercisable. Of the total
pre-forfeiture options issued, &lt;span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2016Member_zuC9GUZaxiwa" title="Options outstanding"&gt;271,266&lt;/span&gt;
and &lt;span id="xdx_904_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--Plan2016Member_zuf1hcwweEg7" title="Options outstanding"&gt;271,266&lt;/span&gt;
options were outstanding under the 2016 Plan, &lt;span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--Plan2021Member_zURQ3gLO2Ma2" title="Options outstanding"&gt;665,000&lt;/span&gt;
and &lt;span id="xdx_90D_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_do_c20211231__us-gaap--PlanNameAxis__custom--Plan2021Member_zqyWxPbCv2X2" title="Options outstanding"&gt;no&lt;/span&gt; options were outstanding under the 2021 Plan and a further &lt;span id="xdx_90C_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--PlanNameAxis__custom--NonPlanMember_z5FR1Pj6UC7k" title="Options outstanding"&gt;160,000&lt;/span&gt;
and &lt;span id="xdx_905_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20211231__us-gaap--PlanNameAxis__custom--NonPlanMember_znTxoQLgR5Xk" title="Options outstanding"&gt;160,000&lt;/span&gt;
non-plan options to purchase common stock were outstanding as of June 30, 2022 and December 31, 2021, 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;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;During the second quarter of 2022, &lt;span id="xdx_90F_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber_iI_c20220630__us-gaap--AwardTypeAxis__custom--EmployeeStockOption1Member_zii88I64sxvd"&gt;110,000&lt;/span&gt; options
were forfeited that had previously been awarded as a part of the 2021 Equity Incentive Plan. The forfeitures were the result of three
employees who had previously been awarded those options with a 3-year vesting requirement resigning from the Company without being vested
either in part or in whole. The forfeitures resulted in a credit to payroll expense of $&lt;span id="xdx_90D_eus-gaap--AccruedPayrollTaxesCurrentAndNoncurrent_iI_pp0p0_c20220630_zTL5EP14GLn1" title="Payroll taxes payable"&gt;38,969&lt;/span&gt; during the quarter.&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;For the six months ended June 30, 2022, the Company
has recorded an option expense for all options outstanding in the amount of $&lt;span id="xdx_906_eus-gaap--ShareBasedCompensation_c20220101__20220630_pp0p0" title="Stock based compensation"&gt;438,809&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;&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;Warrants&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;&lt;span id="xdx_90B_eus-gaap--ClassOfWarrantOrRightNumberOfSecuritiesCalledByWarrantsOrRights_iI_do_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_zMoMsGgiZl28" title="Warrant issued"&gt;No&lt;/span&gt; new warrants were issued during the first half
of 2022. At June 30, 2022 and December 31, 2021, warrants outstanding were &lt;span id="xdx_90A_eus-gaap--ClassOfWarrantOrRightOutstanding_c20220630__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding"&gt;1,376,466&lt;/span&gt; and &lt;span id="xdx_906_eus-gaap--ClassOfWarrantOrRightOutstanding_c20211231__us-gaap--AwardTypeAxis__us-gaap--WarrantMember_pdd" title="Warrants outstanding"&gt;1,376,466&lt;/span&gt;, respectively.&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;

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    <us-gaap:ConversionOfStockAmountConverted1
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      unitRef="USD">2830000</us-gaap:ConversionOfStockAmountConverted1>
    <us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1
      contextRef="AsOf2017-11-24_custom_SeriesBConvertiblePreferredStockMember_us-gaap_EquityUnitPurchaseAgreementsMember"
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      unitRef="USDPShares">1000</us-gaap:ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1>
    <us-gaap:PreferredStockSharesIssued
      contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember"
      decimals="INF"
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      contextRef="AsOf2022-06-30_custom_ConvertibleSeriesBPreferredStockMember"
      decimals="INF"
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    <us-gaap:PreferredStockSharesIssued
      contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember"
      decimals="INF"
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    <us-gaap:PreferredStockSharesOutstanding
      contextRef="AsOf2021-12-31_custom_ConvertibleSeriesBPreferredStockMember"
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    <us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock
      contextRef="From2021-02-012021-02-26_custom_PurchaseAgreementMember"
      decimals="0"
      unitRef="USD">4500000</us-gaap:ProceedsFromIssuanceOfConvertiblePreferredStock>
    <duot:SeriesCPreferredConvertedToCommonStockShares
      contextRef="From2022-01-012022-01-31_custom_ConvertibleSeriesCPreferredStockMember"
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      unitRef="Shares">454546</duot:SeriesCPreferredConvertedToCommonStockShares>
    <us-gaap:PreferredStockSharesIssued
      contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember"
      decimals="INF"
      unitRef="Shares">0</us-gaap:PreferredStockSharesIssued>
    <us-gaap:PreferredStockSharesOutstanding
      contextRef="AsOf2022-06-30_custom_ConvertibleSeriesCPreferredStockMember"
      decimals="INF"
      unitRef="Shares">0</us-gaap:PreferredStockSharesOutstanding>
    <us-gaap:PreferredStockSharesIssued
      contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember"
      decimals="INF"
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    <us-gaap:PreferredStockSharesOutstanding
      contextRef="AsOf2021-12-31_custom_ConvertibleSeriesCPreferredStockMember"
      decimals="INF"
      unitRef="Shares">2500</us-gaap:PreferredStockSharesOutstanding>
    <us-gaap:AllocatedShareBasedCompensationExpense
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    <us-gaap:AllocatedShareBasedCompensationExpense
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      decimals="0"
      unitRef="USD">153163</us-gaap:AllocatedShareBasedCompensationExpense>
    <duot:TotalCompensationCostForStockOptions contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">961405</duot:TotalCompensationCostForStockOptions>
    <us-gaap:StockIssuedDuringPeriodSharesNewIssues
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    <duot:OptionsToPurchaseSharesOfCommonStock
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    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant contextRef="AsOf2022-06-30" decimals="INF" unitRef="Shares">1563708</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant>
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      unitRef="Shares">431266</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsOutstandingNumber>
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    <us-gaap:ClassOfWarrantOrRightOutstanding
      contextRef="AsOf2021-12-31_us-gaap_WarrantMember"
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    <us-gaap:RevenueFromContractWithCustomerTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_80E_eus-gaap--RevenueFromContractWithCustomerTextBlock_ze9A1CIpsugc" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 6 - &lt;span id="xdx_824_zZFoGD5FGPDj"&gt;REVENUE&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 unaudited 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 follow:&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;span id="a_Hlk110263338"/&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
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: 3pc"&gt;&#160;&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;At June 30, 2022 and December 31, 2021, contract assets
on uncompleted contracts consisted of the following:&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_89D_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_zro5CY7qJHgb" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Assets)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B1_znxhj5dR7yK1" 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_490_20220630_zJteR1JPfQ1j" 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_493_20211231_ze5QQFji8dag" 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-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&#160;June 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;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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;2021&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_ecustom--CostsAndEstimatedEarningsRecognized_iI_pp0p0_maCWCANz52q_zfl7TxPSYQl8" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 74%; text-align: justify"&gt;Cumulative revenues recognized&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;2,018,047&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;5,266,930&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--BillingsOrCashReceived_iNI_pp0p0_di_msCWCANz52q_z8I5iwv2Stv" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Less: Billings or cash received&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;(1,315,675&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&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;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;(5,263,481&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_eus-gaap--ContractWithCustomerAssetNetCurrent_iTI_pp0p0_mtCWCANz52q_zbQn9JprNZQl" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify; padding-bottom: 2.5pt"&gt;Contract assets&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;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;702,372&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;3,449&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 id="xdx_8A8_zEqdaH1AkBw3" 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;span id="a_Hlk110263658"/&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 accumulated 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, services and consulting revenues
represent billings or cash received in excess of revenue recognizable on service agreements that are not accounted for under the cost
to cost 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 June 30, 2022 and December 31, 2021, contract liabilities
on uncompleted contracts and contract liabilities on services and consulting consisted of the following:&lt;/p&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-indent: 3pc"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_895_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_ziMpxi1LfBI9" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Liabilities)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_zLFPmCvtMOV5" 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_49E_20220630_zz1I95PnuyT2" 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_492_20211231_zPmAIfo1ME2d" 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-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;June 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;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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;2021&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_pp0p0_maCLTSzkAj_zOabzLQC9Pv3" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 74%; text-align: justify"&gt;Billings and/or cash receipts on uncompleted contracts&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;6,340,948&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;4,273,726&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_ecustom--CostAndEstimatedEarningsRecognized_iNI_pp0p0_di_msCLTSzkAj_zjWZa26sQ4J4" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Less: Cumulative revenues recognized&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;(2,431,095&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&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;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;(3,041,088&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_407_ecustom--ContractLiabilitiesTechnologiesSystems_iTI_pp0p0_mtCLTSzkAj_maCWCLzYoe_zSxXhfxTGbid" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify"&gt;Contract liabilities, technologies systems&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;3,909,853&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;1,232,638&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ContractLiabilitiesServicesAndConsulting_iI_pp0p0_maCWCLzYoe_zK26Dx8EvyV1" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Contract liabilities, services and consulting&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;1,105,597&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="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;596,673&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--ContractWithCustomerLiability_iTI_pp0p0_mtCWCLzYoe_zee7lBpi9sF6" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify; padding-bottom: 2.5pt"&gt;Total contract liabilities&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;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;5,015,450&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;1,829,311&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 id="xdx_8A5_zA0ArRsvI58d" 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 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;span id="a_Hlk110264791"/&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="width: 100%; border-collapse: collapse"&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;&#160;&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; width: 24px"&gt;1.&lt;/td&gt;
    &lt;td style="font: 10pt Times New Roman, Times, Serif; text-align: justify"&gt;We have four distinct revenue sources:&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: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"&gt;&lt;tr style="vertical-align: top"&gt;
&lt;td style="width: 4.5pc"/&gt;&lt;td style="width: 1.5pc"&gt;a.&lt;/td&gt;&lt;td&gt;Technology Systems (Turnkey, engineered projects);&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"&gt;&lt;tr style="vertical-align: top"&gt;
&lt;td style="width: 4.5pc"/&gt;&lt;td style="width: 1.5pc"&gt;b.&lt;/td&gt;&lt;td&gt;AI Technology (Associated maintenance and support services);&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"&gt;&lt;tr style="vertical-align: top"&gt;
&lt;td style="width: 4.5pc"/&gt;&lt;td style="width: 1.5pc"&gt;c.&lt;/td&gt;&lt;td&gt;Technical Support (Licensing and professional services related to auditing of data center assets); and&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;

&lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0 0 0 3pc; text-indent: 2.25pt"&gt;&#160;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0; margin-bottom: 0"&gt;&lt;tr style="vertical-align: top"&gt;
&lt;td style="width: 4.5pc"/&gt;&lt;td style="width: 1.5pc"&gt;d.&lt;/td&gt;&lt;td&gt;Consulting Services (Predetermined algorithms to provide important operating information to the users of our systems).&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: 10pt Times New Roman, Times, 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;2.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;We currently operate in North America including the USA, Mexico and Canada.&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: 10pt Times New Roman, Times, 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;3.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Our customers include rail transportation, commercial, government, banking and IT suppliers.&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: 10pt Times New Roman, Times, 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;4.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Our contracts are fixed price and fall into two duration types:&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: 10pt Times New Roman, Times, 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;a.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Turnkey engineered projects and professional service contracts that are less than one year in duration and are typically two to three months in length; and&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: 10pt Times New Roman, Times, 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;b.&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Maintenance and support contracts ranging from one to five years in length.&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: 10pt Times New Roman, Times, 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;5.&lt;/td&gt;
    &lt;td&gt;
    &lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;Transfer of goods and services are over time.&lt;/p&gt;
    &lt;p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&#160;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: top"&gt;
    &lt;td&gt;&#160;&lt;/td&gt;
    &lt;td&gt;6.&#160;&#160;&lt;/td&gt;
    &lt;td style="text-align: justify"&gt;Goods delivered at point in time.&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;p style="font: 10pt Times New Roman, Times, Serif; margin: 0"&gt;&lt;b&gt;&#160;&#160;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 June 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;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--DisaggregationOfRevenueTableTextBlock_zcVU5N8kpP9e" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details -Disaggregated Revenue)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B3_zl5sJuVcKMDe" style="display: none"&gt;Disaggregation of Revenue&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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(204,255,204)"&gt;
    &lt;td style="width: 35%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,315,171&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zUWLxaaWf91g" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;38,737&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;236,537&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,617,142&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,675,426&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1315"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;18,517&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1319"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,693,943&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;639,745&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;20,220&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,435&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;837,097&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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: transparent"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1333"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1335"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1337"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,315,171&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;38,737&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;236,537&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,617,142&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,675,426&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1345"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;18,517&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1349"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,693,943&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1353"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1355"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1357"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;639,745&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;20,220&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;150,435&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;837,097&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,315,171&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;38,737&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;236,537&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,617,142&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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: justify"&gt;&#160;&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 June 30, 2021&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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Banking&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;IT Suppliers&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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;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"&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;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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 10%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;466,628&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;116,727&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_z7bkF2ywxlSf" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;648,668&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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;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: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,895&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1402"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;96,506&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1406"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1408"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1410"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;100,401&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;462,733&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1422"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;547,472&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Software License&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1428"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1430"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1432"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1434"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1438"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--SoftwareLicenseMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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 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;&#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="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;&#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="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;&#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="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;&#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="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;&#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="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;&#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="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;&#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: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;466,628&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;116,727&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;648,668&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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;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(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,895&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1444"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;96,506&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1448"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1450"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1452"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;100,401&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;462,733&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;548,267&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;466,628&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;116,727&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;648,668&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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;&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 Six Months Ended June 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;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;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="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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(204,255,204)"&gt;
    &lt;td style="width: 35%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;4,322,444&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;43,997&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;190,879&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;499,138&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;5,056,458&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,196,081&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,438&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1500"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,346,021&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,126,363&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;44,495&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;40,441&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;281,847&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,493,146&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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: transparent"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1514"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1516"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1518"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;4,322,444&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;43,997&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;190,879&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;499,138&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;5,056,458&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,196,081&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,438&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1530"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,346,021&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1534"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1536"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1538"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;1,126,363&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;44,495&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;40,441&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;281,847&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;1,493,146&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;4,322,444&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;43,997&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;190,879&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;499,138&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;5,056,458&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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: 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 Six Months Ended June 30, 2021&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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Banking&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;IT Suppliers&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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;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"&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;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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 10%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,224,074&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;145,287&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;25,761&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;133,772&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;161,086&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,803,422&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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;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: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,327,217&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1584"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;104,845&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,537&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1590"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1592"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,433,599&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;896,857&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;40,442&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;24,224&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1604"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,078,951&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Data Center Auditing Services&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1610"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1612"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1614"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1616"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;130,592&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1620"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;130,592&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Software License&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1624"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1626"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1628"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1630"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,180&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1634"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--SoftwareLicenseMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,180&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1638"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1640"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1642"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1644"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1646"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;157,100&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;157,100&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,224,074&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;113,442&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;145,287&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;25,761&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;133,772&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;161,086&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,803,422&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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;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(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,327,217&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;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1654"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="text-align: right" title="Revenue"&gt;104,845&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;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,537&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="text-align: right" title="Revenue"&gt;130,592&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;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="text-align: right" title="Revenue"&gt;157,100&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 id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,721,291&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(204,255,204)"&gt;
    &lt;td style="text-align: left"&gt;Goods delivered point in time&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_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1666"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1668"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1670"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1672"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1674"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="color: rgb(204,255,204); text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1676"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="color: rgb(204,255,204); text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1678"&gt;&#x2014;&lt;/span&gt;&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: transparent"&gt;
    &lt;td style="text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&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 id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;896,857&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;113,442&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;40,442&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;24,224&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;3,180&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;3,986&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;1,082,131&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: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&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;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;2,224,074&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;145,287&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;25,761&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;133,772&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;161,086&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;2,803,422&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 id="xdx_8AD_zTMTCB9j1FH3" 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:RevenueFromContractWithCustomerTextBlock>
    <duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_89D_ecustom--CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock_zro5CY7qJHgb" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Assets)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B1_znxhj5dR7yK1" 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_490_20220630_zJteR1JPfQ1j" 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_493_20211231_ze5QQFji8dag" 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-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;&#160;June 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;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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;2021&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_409_ecustom--CostsAndEstimatedEarningsRecognized_iI_pp0p0_maCWCANz52q_zfl7TxPSYQl8" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 74%; text-align: justify"&gt;Cumulative revenues recognized&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;2,018,047&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;5,266,930&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--BillingsOrCashReceived_iNI_pp0p0_di_msCWCANz52q_z8I5iwv2Stv" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Less: Billings or cash received&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;(1,315,675&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&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;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;(5,263,481&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_eus-gaap--ContractWithCustomerAssetNetCurrent_iTI_pp0p0_mtCWCANz52q_zbQn9JprNZQl" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify; padding-bottom: 2.5pt"&gt;Contract assets&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;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;702,372&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;3,449&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

</duot:CostsAndEstimatedEarningsInExcessOfBillingsOnUncompletedContractsTableTextBlock>
    <duot:CostsAndEstimatedEarningsRecognized contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">2018047</duot:CostsAndEstimatedEarningsRecognized>
    <duot:CostsAndEstimatedEarningsRecognized contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">5266930</duot:CostsAndEstimatedEarningsRecognized>
    <duot:BillingsOrCashReceived contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">1315675</duot:BillingsOrCashReceived>
    <duot:BillingsOrCashReceived contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">5263481</duot:BillingsOrCashReceived>
    <us-gaap:ContractWithCustomerAssetNetCurrent contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">702372</us-gaap:ContractWithCustomerAssetNetCurrent>
    <us-gaap:ContractWithCustomerAssetNetCurrent contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">3449</us-gaap:ContractWithCustomerAssetNetCurrent>
    <duot:BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_895_ecustom--BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock_ziMpxi1LfBI9" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details - Contract Liabilities)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B2_zLFPmCvtMOV5" 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_49E_20220630_zz1I95PnuyT2" 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_492_20211231_zPmAIfo1ME2d" 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-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; text-align: center"&gt;&lt;p style="font: 8pt Times New Roman, Times, Serif; margin: 0; text-align: center"&gt;&lt;b&gt;June 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;2022&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; 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;2021&lt;/b&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_400_ecustom--BillingsAndorCashReceiptsOnUncompletedContracts_iI_pp0p0_maCLTSzkAj_zOabzLQC9Pv3" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 74%; text-align: justify"&gt;Billings and/or cash receipts on uncompleted contracts&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;6,340,948&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%"&gt;&#160;&lt;/td&gt;
    &lt;td style="width: 1%; text-align: left"&gt;$&lt;/td&gt;&lt;td style="width: 10%; text-align: right"&gt;4,273,726&lt;/td&gt;&lt;td style="width: 1%; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_405_ecustom--CostAndEstimatedEarningsRecognized_iNI_pp0p0_di_msCLTSzkAj_zjWZa26sQ4J4" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Less: Cumulative revenues recognized&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;(2,431,095&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&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;&#160;&lt;/td&gt;&lt;td style="border-bottom: Black 1pt solid; text-align: right"&gt;(3,041,088&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;)&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_407_ecustom--ContractLiabilitiesTechnologiesSystems_iTI_pp0p0_mtCLTSzkAj_maCWCLzYoe_zSxXhfxTGbid" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify"&gt;Contract liabilities, technologies systems&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;3,909,853&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;1,232,638&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_403_ecustom--ContractLiabilitiesServicesAndConsulting_iI_pp0p0_maCWCLzYoe_zK26Dx8EvyV1" style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="text-align: justify; padding-bottom: 1pt"&gt;Contract liabilities, services and consulting&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;1,105,597&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="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;596,673&lt;/td&gt;&lt;td style="padding-bottom: 1pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr id="xdx_401_eus-gaap--ContractWithCustomerLiability_iTI_pp0p0_mtCWCLzYoe_zee7lBpi9sF6" style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="text-align: justify; padding-bottom: 2.5pt"&gt;Total contract liabilities&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;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;5,015,450&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; text-align: right"&gt;1,829,311&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

</duot:BillingsInExcessOfCostsAndEstimatedEarningsOnUncompletedContractsTableTextBlock>
    <duot:BillingsAndorCashReceiptsOnUncompletedContracts contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">6340948</duot:BillingsAndorCashReceiptsOnUncompletedContracts>
    <duot:BillingsAndorCashReceiptsOnUncompletedContracts contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">4273726</duot:BillingsAndorCashReceiptsOnUncompletedContracts>
    <duot:CostAndEstimatedEarningsRecognized contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">2431095</duot:CostAndEstimatedEarningsRecognized>
    <duot:CostAndEstimatedEarningsRecognized contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">3041088</duot:CostAndEstimatedEarningsRecognized>
    <duot:ContractLiabilitiesTechnologiesSystems contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">3909853</duot:ContractLiabilitiesTechnologiesSystems>
    <duot:ContractLiabilitiesTechnologiesSystems contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">1232638</duot:ContractLiabilitiesTechnologiesSystems>
    <duot:ContractLiabilitiesServicesAndConsulting contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">1105597</duot:ContractLiabilitiesServicesAndConsulting>
    <duot:ContractLiabilitiesServicesAndConsulting contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">596673</duot:ContractLiabilitiesServicesAndConsulting>
    <us-gaap:ContractWithCustomerLiability contextRef="AsOf2022-06-30" decimals="0" unitRef="USD">5015450</us-gaap:ContractWithCustomerLiability>
    <us-gaap:ContractWithCustomerLiability contextRef="AsOf2021-12-31" decimals="0" unitRef="USD">1829311</us-gaap:ContractWithCustomerLiability>
    <us-gaap:DisaggregationOfRevenueTableTextBlock contextRef="From2022-01-01to2022-06-30">&lt;table cellpadding="0" cellspacing="0" id="xdx_898_eus-gaap--DisaggregationOfRevenueTableTextBlock_zcVU5N8kpP9e" style="font: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%" summary="xdx: Disclosure - REVENUE (Details -Disaggregated Revenue)"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td&gt;&lt;span id="xdx_8B3_zl5sJuVcKMDe" style="display: none"&gt;Disaggregation of Revenue&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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(204,255,204)"&gt;
    &lt;td style="width: 35%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,315,171&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_zUWLxaaWf91g" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;38,737&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;236,537&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,617,142&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,675,426&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1315"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;18,517&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1319"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,693,943&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;639,745&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;20,220&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,435&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;837,097&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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: transparent"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1333"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1335"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1337"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,315,171&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;38,737&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;236,537&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,617,142&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,675,426&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1345"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;18,517&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1349"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,693,943&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1353"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1355"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1357"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;86,102&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;639,745&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;20,220&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;150,435&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;837,097&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,315,171&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;26,697&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;38,737&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;236,537&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220401__20220630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,617,142&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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: justify"&gt;&#160;&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 June 30, 2021&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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Banking&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;IT Suppliers&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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;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"&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;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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 10%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;466,628&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;116,727&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_pp0p0_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_z7bkF2ywxlSf" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;648,668&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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;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: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,895&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1402"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;96,506&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1406"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1408"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1410"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;100,401&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;462,733&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1422"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;547,472&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Software License&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1428"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1430"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1432"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1434"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1438"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--SoftwareLicenseMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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 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;&#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="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;&#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="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;&#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="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;&#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="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;&#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="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;&#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="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;&#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: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;466,628&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;116,727&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;648,668&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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;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(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,895&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1444"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;96,506&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1448"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1450"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1452"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;100,401&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;462,733&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;20,221&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;548,267&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;466,628&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;57,600&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;116,727&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;2,932&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;795&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210401__20210630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;648,668&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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;&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 Six Months Ended June 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;&#160;&lt;/b&gt;&lt;/p&gt;

&lt;table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, 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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;td&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&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;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="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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(204,255,204)"&gt;
    &lt;td style="width: 35%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;4,322,444&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;43,997&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;190,879&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;499,138&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;5,056,458&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,196,081&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,438&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1500"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,346,021&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,126,363&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;44,495&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;40,441&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;281,847&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,493,146&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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: transparent"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1514"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1516"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1518"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_987_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;4,322,444&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;43,997&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;190,879&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;499,138&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;5,056,458&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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: transparent"&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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,196,081&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;(498&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;)&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;150,438&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1530"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,346,021&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Goods delivered at point in time&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1534"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1536"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1538"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;217,291&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;1,126,363&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;44,495&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;40,441&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;281,847&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;1,493,146&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;4,322,444&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;43,997&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;190,879&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;499,138&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20220101__20220630_pp0p0" style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right" title="Revenue"&gt;5,056,458&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; 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: 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 Six Months Ended June 30, 2021&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: 10pt Times New Roman, Times, Serif; border-collapse: collapse; width: 100%"&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold"&gt;Segments&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Rail&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Commercial&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Government&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Banking&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;IT Suppliers&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Artificial Intelligence&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 8pt; font-weight: bold; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td colspan="2" style="border-bottom: Black 1pt solid; font-size: 8pt; font-weight: bold; text-align: center"&gt;Total&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 8pt; font-weight: bold"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold"&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;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"&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;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"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="width: 10%; font-size: 9pt; text-align: left; padding-bottom: 2.5pt"&gt;North America&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,224,074&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;145,287&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;25,761&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;133,772&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;161,086&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="width: 1%; font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; width: 1%; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--StatementGeographicalAxis__srt--NorthAmericaMember_pp0p0" style="border-bottom: Black 2.5pt double; width: 10%; font-size: 9pt; text-align: right" title="Revenue"&gt;2,803,422&lt;/td&gt;&lt;td style="width: 1%; padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Major Goods and Service Lines&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;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: transparent"&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;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(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Turnkey Projects&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,327,217&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1584"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;104,845&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,537&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1590"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1592"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--TurnkeyProjectsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,433,599&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Maintenance and Support&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;896,857&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;40,442&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;24,224&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1604"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,986&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--MaintenanceAndSupportMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;1,078,951&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Data Center Auditing Services&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1610"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1612"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_980_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1614"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1616"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;130,592&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1620"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--DataCenterAuditingServicesMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;130,592&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;Software License&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1624"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1626"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1628"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_988_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1630"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,180&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--SoftwareLicenseMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1634"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--SoftwareLicenseMember_pp0p0" style="font-size: 9pt; text-align: right" title="Revenue"&gt;3,180&lt;/td&gt;&lt;td style="font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&gt;
    &lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;Algorithms&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1638"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1640"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1642"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1644"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1646"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98C_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;157,100&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 1pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__srt--ProductOrServiceAxis__custom--AlgorithmsMember_pp0p0" style="border-bottom: Black 1pt solid; font-size: 9pt; text-align: right" title="Revenue"&gt;157,100&lt;/td&gt;&lt;td style="padding-bottom: 1pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: transparent"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,224,074&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;113,442&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;145,287&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;25,761&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;133,772&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;161,086&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="font-size: 9pt; padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: left"&gt;$&lt;/td&gt;&lt;td style="border-bottom: Black 2.5pt double; font-size: 9pt; text-align: right"&gt;2,803,422&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; font-size: 9pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;tr style="vertical-align: bottom; background-color: rgb(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="border-bottom: Black 1pt solid; font-size: 9pt; font-weight: bold; text-align: left"&gt;Timing of Revenue Recognition&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;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(204,255,204)"&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;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: transparent"&gt;
    &lt;td style="text-align: left"&gt;Goods transferred over time&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,327,217&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;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1654"&gt;&#x2014;&lt;/span&gt;&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="text-align: right" title="Revenue"&gt;104,845&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;$&lt;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,537&lt;/td&gt;&lt;td style="text-align: left"&gt;&#160;&lt;/td&gt;&lt;td&gt;&#160;&lt;/td&gt;
    &lt;td style="text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="text-align: right" title="Revenue"&gt;130,592&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;$&lt;/td&gt;&lt;td id="xdx_983_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="text-align: right" title="Revenue"&gt;157,100&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 id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsTransferredOverTimeMember_pp0p0" style="text-align: right" title="Revenue"&gt;1,721,291&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(204,255,204)"&gt;
    &lt;td style="text-align: left"&gt;Goods delivered point in time&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_986_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1666"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1668"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1670"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1672"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1674"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_985_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="color: rgb(204,255,204); text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1676"&gt;&#x2014;&lt;/span&gt;&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 id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--GoodsDeliveredAtPointInTimeMember_pp0p0" style="color: rgb(204,255,204); text-align: right" title="Revenue"&gt;&lt;span style="-sec-ix-hidden: xdx2ixbrl1678"&gt;&#x2014;&lt;/span&gt;&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: transparent"&gt;
    &lt;td style="text-align: left; padding-bottom: 1pt"&gt;Services transferred over time&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 id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;896,857&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_981_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;113,442&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;40,442&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98A_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;24,224&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_982_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;3,180&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;3,986&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="border-bottom: Black 1pt solid; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--TimingOfTransferOfGoodOrServiceAxis__custom--ServicesTransferredOverTimeMember_pp0p0" style="border-bottom: Black 1pt solid; text-align: right" title="Revenue"&gt;1,082,131&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: rgb(204,255,204)"&gt;
    &lt;td style="padding-bottom: 2.5pt"&gt;&#160;&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;/td&gt;&lt;td id="xdx_989_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--RailMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;2,224,074&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--CommercialMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;113,442&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98D_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--GovernmentsMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;145,287&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98B_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--BankingsMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;25,761&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98E_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--ItSuppliersMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;133,772&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"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_984_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630__us-gaap--StatementBusinessSegmentsAxis__custom--AIMember_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;161,086&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt"&gt;&#160;&lt;/td&gt;
    &lt;td style="border-bottom: Black 2.5pt double; text-align: left"&gt;$&lt;/td&gt;&lt;td id="xdx_98F_eus-gaap--RevenueFromContractWithCustomerExcludingAssessedTax_c20210101__20210630_pp0p0" style="border-bottom: Black 2.5pt double; text-align: right" title="Revenue"&gt;2,803,422&lt;/td&gt;&lt;td style="padding-bottom: 2.5pt; text-align: left"&gt;&#160;&lt;/td&gt;&lt;/tr&gt;
  &lt;/table&gt;

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      unitRef="USD">1721291</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_RailMember"
      decimals="0"
      unitRef="USD">896857</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_CommercialMember"
      decimals="0"
      unitRef="USD">113442</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_GovernmentsMember"
      decimals="0"
      unitRef="USD">40442</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_BankingsMember"
      decimals="0"
      unitRef="USD">24224</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
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      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_ItSuppliersMember"
      decimals="0"
      unitRef="USD">3180</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember_custom_AIMember"
      decimals="0"
      unitRef="USD">3986</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_ServicesTransferredOverTimeMember"
      decimals="0"
      unitRef="USD">1082131</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_RailMember"
      decimals="0"
      unitRef="USD">2224074</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_CommercialMember"
      decimals="0"
      unitRef="USD">113442</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_GovernmentsMember"
      decimals="0"
      unitRef="USD">145287</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_BankingsMember"
      decimals="0"
      unitRef="USD">25761</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_ItSuppliersMember"
      decimals="0"
      unitRef="USD">133772</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30_custom_AIMember"
      decimals="0"
      unitRef="USD">161086</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax
      contextRef="From2021-01-012021-06-30"
      decimals="0"
      unitRef="USD">2803422</us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax>
    <us-gaap:DefinedContributionPlanTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_80A_eus-gaap--DefinedContributionPlanTextBlock_z36jZGCXXjgf" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;span id="a_Hlk110327501"/&gt;&lt;b&gt;NOTE 7 &#x2013; &lt;span id="xdx_82D_znfmiZ8CPBL9"&gt;DEFINED
CONTRIBUTION 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;&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 has a 401(k)-retirement savings plan (the
&#x201c;401(k) Plan&#x201d;) 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&#x2019; contributions generally after the first six months of service. During the
six months ended June 30, 2022, the Company matched 100% of the first 4% of eligible employee compensation that was contributed to the
401(k) Plan. For the six months ended June 30, 2022, the Company recognized expense for matching cash contributions to the 401(k) Plan
totaling $&lt;span id="xdx_902_eus-gaap--DefinedBenefitPlanServiceCost_c20220101__20220630_pp0p0" title="Cash contributions"&gt;64,909&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;

</us-gaap:DefinedContributionPlanTextBlock>
    <us-gaap:DefinedBenefitPlanServiceCost
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">64909</us-gaap:DefinedBenefitPlanServiceCost>
    <us-gaap:RelatedPartyTransactionsDisclosureTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_805_eus-gaap--RelatedPartyTransactionsDisclosureTextBlock_z6ow4k5hcFhb" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 8 &#x2013; &lt;span id="xdx_829_zANFS8u1C0a9"&gt;RELATED PARTY TRANSACTIONS&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;On August 1, 2012, the Company entered into an
independent contractor master services agreement (the &#x201c;Services Agreement&#x201d;) with Luceon, LLC, a Florida limited
liability company, owned by our former Chief Technology Officer, David Ponevac.&#160;The Services Agreement provided that Luceon
would provide support services including management, coordination or software development services and related services to duos. In
January 2019, additional services were contracted with Luceon for TrueVue360&#x2122; primarily for software development through the
provision of seven additional full-time contractors located in Slovakia at a cost of $&lt;span id="xdx_90C_eus-gaap--RelatedPartyCosts_c20190101__20190131_pp0p0" title="Related party cost"&gt;16,250&lt;/span&gt;
for January initially, rising to $&lt;span id="xdx_904_eus-gaap--RelatedPartyCosts_c20190201__20190228_pp0p0" title="Related party cost"&gt;25,583&lt;/span&gt;
after fully staffed, per month starting February 2019. This was in addition to the existing contract of $&lt;span id="xdx_90A_eus-gaap--RelatedPartyCosts_c20190601__20190630__srt--ProductOrServiceAxis__custom--ContractorsMember_pp0p0" title="Related party cost"&gt;7,480&lt;/span&gt;
per month for duos for four full-time contractors which increased to $8,231 per month in June of 2019. During 2020 efforts in reducing
cost, Luceon reduced its staff for the TrueVue360 software development team from a staff of seven to three full-time employees at a cost of
$11,666 per month starting June 1, 2020. On May 14, 2021, the Company formally ended its relationship with Luceon in concert with
the resignation of our Chief Technology Officer and as such there is no longer a related party relationship. As of January 1, 2021,
the Company no longer records activities in TrueVue360 and has combined billings for a total of $&lt;span id="xdx_902_eus-gaap--AccountsPayableRelatedPartiesCurrentAndNoncurrent_c20210102_pp0p0" title="Accounts payable"&gt;20,986&lt;/span&gt;
per month. For the six months ended June 30, 2022 and 2021, the total amount expensed is zero &lt;span id="xdx_905_eus-gaap--RelatedPartyCosts_c20220101__20220630_pp0p0" style="display: none" title="Related party cost"&gt;0&lt;/span&gt; and $&lt;span id="xdx_90B_eus-gaap--RelatedPartyCosts_c20210101__20210630_pp0p0" title="Related party cost"&gt;93,422&lt;/span&gt;,
respectively. The Company had no open accounts payable with Luceon at June 30, 2022.&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:RelatedPartyTransactionsDisclosureTextBlock>
    <us-gaap:RelatedPartyCosts
      contextRef="From2019-01-012019-01-31"
      decimals="0"
      unitRef="USD">16250</us-gaap:RelatedPartyCosts>
    <us-gaap:RelatedPartyCosts
      contextRef="From2019-02-012019-02-28"
      decimals="0"
      unitRef="USD">25583</us-gaap:RelatedPartyCosts>
    <us-gaap:RelatedPartyCosts
      contextRef="From2019-06-012019-06-30_custom_ContractorsMember"
      decimals="0"
      unitRef="USD">7480</us-gaap:RelatedPartyCosts>
    <us-gaap:AccountsPayableRelatedPartiesCurrentAndNoncurrent contextRef="AsOf2021-01-02" decimals="0" unitRef="USD">20986</us-gaap:AccountsPayableRelatedPartiesCurrentAndNoncurrent>
    <us-gaap:RelatedPartyCosts
      contextRef="From2022-01-01to2022-06-30"
      decimals="0"
      unitRef="USD">0</us-gaap:RelatedPartyCosts>
    <us-gaap:RelatedPartyCosts
      contextRef="From2021-01-012021-06-30"
      decimals="0"
      unitRef="USD">93422</us-gaap:RelatedPartyCosts>
    <us-gaap:SubsequentEventsTextBlock contextRef="From2022-01-01to2022-06-30">&lt;p id="xdx_804_eus-gaap--SubsequentEventsTextBlock_zfRskc90YNbg" style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"&gt;&lt;b&gt;NOTE 9 &#x2013; &lt;span id="xdx_820_zfcVqaaVHfA8"&gt;SUBSEQUENT EVENTS&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;On July 1, 2022, the Company awarded an employee &lt;span id="xdx_90A_eus-gaap--ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_c20220628__20220701__us-gaap--PlanNameAxis__custom--NonQualifiedStockOptionsMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zuWq9ti8uoZ5" title="Options granted"&gt;20,000&lt;/span&gt;
non-qualified stock options which &lt;span id="xdx_90D_ecustom--StockOptionTerm_c20220628__20220701__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zPHDcy4zs85i" title="Stock option term"&gt;have a 5-year term and a 2.5-year vesting period&lt;/span&gt; with a strike price of $&lt;span id="xdx_90C_eus-gaap--OptionIndexedToIssuersEquityStrikePrice1_c20220628__20220701__us-gaap--PlanNameAxis__custom--NonQualifiedStockOptionsMember__us-gaap--SubsequentEventTypeAxis__us-gaap--SubsequentEventMember_zAZYu4Vrm49h" title="Strike price"&gt;6.41&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;

</us-gaap:SubsequentEventsTextBlock>
    <us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod
      contextRef="From2022-06-282022-07-01_custom_NonQualifiedStockOptionsMember_us-gaap_SubsequentEventMember"
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      unitRef="Shares">20000</us-gaap:ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod>
    <duot:StockOptionTerm contextRef="From2022-06-282022-07-01_us-gaap_SubsequentEventMember">have a 5-year term and a 2.5-year vesting period</duot:StockOptionTerm>
    <us-gaap:OptionIndexedToIssuersEquityStrikePrice1
      contextRef="From2022-06-282022-07-01_custom_NonQualifiedStockOptionsMember_us-gaap_SubsequentEventMember"
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      unitRef="USDPShares">6.41</us-gaap:OptionIndexedToIssuersEquityStrikePrice1>
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end
</TEXT>
</DOCUMENT>
</SEC-DOCUMENT>
