<SEC-DOCUMENT>0001079973-24-000504.txt : 20240402
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<ACCEPTANCE-DATETIME>20240402172513
ACCESSION NUMBER:		0001079973-24-000504
CONFORMED SUBMISSION TYPE:	8-K
PUBLIC DOCUMENT COUNT:		16
CONFORMED PERIOD OF REPORT:	20240401
ITEM INFORMATION:		Results of Operations and Financial Condition
ITEM INFORMATION:		Regulation FD Disclosure
ITEM INFORMATION:		Financial Statements and Exhibits
FILED AS OF DATE:		20240402
DATE AS OF CHANGE:		20240402

FILER:

	COMPANY DATA:	
		COMPANY CONFORMED NAME:			DUOS TECHNOLOGIES GROUP, INC.
		CENTRAL INDEX KEY:			0001396536
		STANDARD INDUSTRIAL CLASSIFICATION:	SERVICES-PREPACKAGED SOFTWARE [7372]
		ORGANIZATION NAME:           	06 Technology
		IRS NUMBER:				650493217
		STATE OF INCORPORATION:			FL
		FISCAL YEAR END:			1231

	FILING VALUES:
		FORM TYPE:		8-K
		SEC ACT:		1934 Act
		SEC FILE NUMBER:	001-39227
		FILM NUMBER:		24815716

	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
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<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>UNITED STATES<br/>
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: 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">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;</p>

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

<p style="font: 12pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>FORM <span id="xdx_907_edei--DocumentType_c20240401__20240401_zXmUcWXRIKLi"><ix:nonNumeric contextRef="AsOf2024-04-01" id="Fact000009" name="dei:DocumentType">8-K</ix:nonNumeric></span></b></p>

<p style="font: 12pt 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">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;</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>CURRENT REPORT</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>Pursuant to Section 13 or 15(d) of the Securities
Exchange Act of 1934</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>Date of Report (Date of earliest event reported):
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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">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;</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: 8pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><i>(Exact name of registrant as specified in its
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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">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;</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: 8pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><i>(Address of Principal Executive Offices) (Zip
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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"><b><span id="xdx_90A_edei--CityAreaCode_c20240401__20240401_z45H2w9diw0k"><ix:nonNumeric contextRef="AsOf2024-04-01" id="Fact000020" name="dei:CityAreaCode">(904)</ix:nonNumeric></span> <span id="xdx_902_edei--LocalPhoneNumber_c20240401__20240401_zzrmWKLlkW2j"><ix:nonNumeric contextRef="AsOf2024-04-01" id="Fact000021" name="dei:LocalPhoneNumber">296-2807</ix:nonNumeric></span></b></p>

<p style="font: 8pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><i>(Registrant&#8217;s telephone number, including
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<p style="font: 8pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><i>&#160;</i></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 0pc">Check the appropriate box below
if the Form 8-K filing is intended to simultaneously satisfy the filing obligation of the registrant under any of the following provisions:</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 0pc"><span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_901_edei--WrittenCommunications_c20240401__20240401_zw069FAWuGaj"><ix:nonNumeric contextRef="AsOf2024-04-01" format="ixt:booleanfalse" id="Fact000022" name="dei:WrittenCommunications">&#9744;</ix:nonNumeric></span></span>
Written communications pursuant to Rule 425 under the Securities Act (17 CFR 230.425)</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 0pc"><span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_907_edei--SolicitingMaterial_c20240401__20240401_zw5UIAgIOSah"><ix:nonNumeric contextRef="AsOf2024-04-01" format="ixt:booleanfalse" id="Fact000023" name="dei:SolicitingMaterial">&#9744;</ix:nonNumeric></span></span>
Soliciting material pursuant to Rule 14a-12 under the Exchange Act (17 CFR 240.14a-12)</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 0pc"><span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_90D_edei--PreCommencementTenderOffer_c20240401__20240401_zCNeTE0LIltj"><ix:nonNumeric contextRef="AsOf2024-04-01" format="ixt:booleanfalse" id="Fact000024" name="dei:PreCommencementTenderOffer">&#9744;</ix:nonNumeric></span></span>
Pre-commencement communications pursuant to Rule 14d-2(b) under the Exchange Act (17 CFR 240.14d-2(b))</p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify; text-indent: 0pc"><span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_906_edei--PreCommencementIssuerTenderOffer_c20240401__20240401_z1V7CqTdeUBb"><ix:nonNumeric contextRef="AsOf2024-04-01" format="ixt:booleanfalse" id="Fact000025" name="dei:PreCommencementIssuerTenderOffer">&#9744;</ix:nonNumeric></span></span>
Pre-commencement communications pursuant to Rule 13e-4(c) under the Exchange Act (17 CFR 240.13e-4(c))</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">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">&#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">Indicate by check mark whether the registrant
is an emerging growth company as defined in Rule 405 of the Securities Act of 1933 (&#167;230.405 of this chapter) or Rule 12b-2 of the
Securities Exchange Act of 1934 (&#167;240.12b-2 of this chapter).</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; text-align: justify">Emerging growth company <span style="font-family: Segoe UI Symbol,sans-serif"><span id="xdx_908_edei--EntityEmergingGrowthCompany_c20240401__20240401_zECAOaOQAXf9"><ix:nonNumeric contextRef="AsOf2024-04-01" format="ixt:booleanfalse" id="Fact000029" name="dei:EntityEmergingGrowthCompany">&#9744;</ix:nonNumeric></span></span></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">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; text-align: justify">&#160;</p>

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

<!-- 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">&#160;</p>


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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.4pt"><b>Item 2.02
Results of Operations and Financial Condition.</b></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">On April 1, 2024, Duos Technologies
Group, Inc. (the "Company") issued a press release announcing the financial and operating results of the Company for the
fourth quarter (&#8220;Q4 2023&#8221;) and full year ended December 31, 2023. The text of the press release is furnished as Exhibit
99.1 and incorporated herein by reference.</p>

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

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">Additionally,
on April 1, 2024</span>, the Company held an earnings phone call open to the public (the &#8220;Earnings Call&#8221;). Mr. Chuck
Ferry, the Company's Chief Executive Officer, and Mr. Andrew W. Murphy, the Company&#8217;s Chief Financial Officer, discussed the
financial and operating results of the Company for Q4 2023 and the full year ended December 31, 2023. <span style="letter-spacing: 0.2pt">The
transcript of the Earnings Call is furnished as Exhibit 99.2 and incorporated herein by reference.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.2pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.35pt"><b>Item 7.01
Regulation FD Disclosure.</b></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.35pt"><b>&#160;</b></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.15pt">The information
set forth in Item 2.02 of this Current Report on Form 8-K is incorporated by reference into this Item 7.01.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.15pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">The information
in Item 2.02 and Item 7.01 of this Current Report on Form 8-K, including Exhibits 99.1 and 99.2, is being furnished and shall not be deemed
"filed" for purposes of Section 18 of the Securities Exchange Act of 1934, as amended, or otherwise subject to the liabilities
of that section, nor shall it be deemed incorporated by reference in any filing under the Securities Act of 1933, as amended, except as
expressly set forth by specific reference in such filing.</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="text-transform: uppercase; letter-spacing: 0.2pt"><span style="text-decoration: underline">Cautionary
Note Regarding Forward-Looking Statements</span></span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">This Current Report on Form 8-K includes information that may constitute forward-looking
statements. These forward-looking statements are based on the Company's current beliefs, assumptions and expectations regarding future
events, which in turn are based on information currently available to the Company. By their nature, forward-looking statements address
matters that are subject to risks and uncertainties. Forward-looking statements include, without limitation, statements relating to projected
industry growth rates, the Company's current growth rates and the Company's present and future cash flow position. A variety of factors
could cause actual events and results, as well as the Company's expectations, to differ materially from those expressed in or contemplated
by the forward-looking statements. Risk factors affecting the Company are discussed in detail in the Company's filings with the Securities
and Exchange Commission. The Company undertakes no obligation to publicly update or revise any forward-looking statement, whether as a
result of new information, future events or otherwise, except to the extent required by applicable law.&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify"><span style="letter-spacing: 0.2pt">&#160;</span></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: justify">The press release
and transcript of the Earnings Call may also be found on our website at https://www.duostechnologies.com/.</p>
<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.35pt"><b></b></span></p>




<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: justify"><span style="letter-spacing: 0.35pt"><b>&#160;</b></span></p>

<table cellpadding="0" cellspacing="0" style="font: 10pt Times New Roman, Times, Serif; width: 100%; margin-top: 0pt; margin-bottom: 0pt"><tr style="vertical-align: top">
<td style="width: 0"/><td style="width: 4.5pc"><b>Item 9.01</b></td><td style="text-align: justify"><b>Financial Statements and Exhibits.</b></td></tr></table>

<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>(d) Exhibits</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 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>
    <td style="border-bottom: black 1pt solid; vertical-align: bottom; width: 62px"><span style="font-size: 8pt"><b>Exhibit No.</b></span></td>
    <td style="vertical-align: top; width: 10px">&#160;</td>
    <td style="border-bottom: black 1pt solid; vertical-align: bottom"><span style="font-size: 8pt"><b>Description of Exhibit</b></span></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt">99.1</span></td>
    <td>&#160;</td>
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt"><a href="ex99x1.htm">Press Release, dated April 1, 2024.</a></span></td></tr>
  <tr style="vertical-align: top; background-color: White">
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt">99.2</span></td>
    <td>&#160;</td>
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt"><a href="ex99x2.htm">Transcript of Earnings Call with Mr. Chuck Ferry and Mr. Andrew W. Murphy, dated April 1, 2024.</a></span></td></tr>
  <tr style="vertical-align: top; background-color: rgb(204,238,255)">
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt">104</span></td>
    <td><span style="font-size: 10pt">&#160;</span></td>
    <td style="font-size: 12pt; text-align: justify; text-indent: 0pc"><span style="font-size: 10pt">Cover Page Interactive Data File
    (formatted as Inline XBRL and contained in Exhibit 101)</span></td></tr>
  </table>
<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"><b>&#160;</b></p>

<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-align: center"><b>SIGNATURES</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-indent: 0pc">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, hereunto duly authorized.</p>

<p style="font: 11pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 3pc">&#160;</p>

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  <tr style="vertical-align: top">
    <td>&#160;</td>
    <td colspan="2"><b>DUOS TECHNOLOGIES GROUP, INC.</b></td></tr>
  <tr style="vertical-align: top">
    <td style="width: 55%">&#160;</td>
    <td style="width: 6%">&#160;</td>
    <td style="width: 39%">&#160;</td></tr>
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    <td>&#160;</td>
    <td>&#160;</td>
    <td>&#160;</td></tr>
  <tr style="vertical-align: top">
    <td>Dated: April 2, 2024</td>
    <td>By:&#160;&#160;</td>
    <td style="border-bottom: Black 1pt solid">/s/&#160;<i>Andrew W. Murphy</i></td></tr>
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    <td>&#160;</td>
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    <p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0">Chief Financial Officer</p></td></tr>
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    <td>&#160;</td></tr>
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<p style="font: 10pt Times New Roman, Times, Serif; margin: 0pt 0; text-indent: 0pc">&#160;</p>

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

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<P STYLE="text-align: right; margin: 0">Exhibit 99.1</P>

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

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

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 16pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>Duos Technologies Group Reports Fourth Quarter
and Full Year 2023 Results</B></P>

<P STYLE="font: 16pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><I>Short term revenue decline during transition
to subscription revenue model combined with significant operational progress and growing pipeline of opportunities</I></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>JACKSONVILLE, FL <FONT STYLE="color: #080808; background-color: #FDFDFA">/
Globe Newswire </FONT>/ April 01, 2024</B>&nbsp;-&nbsp;<B>Duos Technologies Group, Inc.</B>
(&ldquo;Duos&rdquo; or the &ldquo;Company&rdquo;) (Nasdaq: DUOT) a provider of machine vision and artificial intelligence that analyzes
fast moving vehicles, reported financial results for the fourth quarter (&ldquo;Q4 2023&rdquo;) and full year ended December 31, 2023.</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><IMG SRC="image_001.jpg" ALT="" STYLE="height: 292px; width: 624px"></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify"><B>Fourth Quarter 2023 and Recent Operational
Highlights</B></P>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Secured contract for expansion of recurring revenues including $2.4 million, multiyear AI subscription
and services agreement with Class 1 railroad for advanced AI-Based Defect Detection models.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Closed $360,000 in annual recurring revenue with Mexican rail operator encompassing expanded support through
Duos&rsquo; Preventative Maintenance Checks and Services (PMCS) Program and Field Services Support.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Scanned more than 8.5 million railcars on over 665,000 unique railcars for the full year. This metric
encompasses all railcars scanned at locations across the U.S., Canada, and Mexico, representing approximately 40% of the total freight
car population in North America.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Granted wide ranging Patent &quot;Use of Artificial Intelligence to Detect Defects in Trains and Method
to Use&quot;. This innovative AI patent reinforces Duos&rsquo; strong commitment to improving rail safety through technology.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Appointed power and logistics industry veteran Christopher King as Chief Commercial Officer. King joins
Duos with over 20 years of operational and commercial leadership experience within the energy and supply chain sectors.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">At the end of the year, the Company had $6.6 million of revenue in backlog and more than $100 million
in identified opportunities.</TD></TR></TABLE>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0.25in"></TD><TD STYLE="width: 0.25in"><FONT STYLE="font-family: Symbol">&#183;</FONT></TD><TD STYLE="text-align: justify">Strengthened industry collaborations with Dell Technologies and NVIDIA to support AI development and achieve
significant increases in performance at near &ldquo;real-time&rdquo; reporting. Duos featured in Dell promotional video released in Q1
2024.</TD></TR></TABLE>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

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

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<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Fourth Quarter 2023 Financial Results</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><I>It should be noted that the following Financial
Results represent the consolidation of the Company with its subsidiaries Duos Technologies, Inc. and truevue360&trade;.</I></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><I>&nbsp;</I></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Total revenue</B> for Q4 2023 decreased 74% to
$1.53 million compared to $5.93 million in the fourth quarter of 2022 (&ldquo;Q4 2022&rdquo;). Total revenue for Q4 2023 includes approximately
$1.31 million in recurring services and consulting revenue, an increase of 29% over the same period. The increase in recurring revenues
was driven by a new AI subscription with a major Class 1 and subscription data services with a large passenger railway.</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Cost of revenues</B> for Q4 2023 decreased
68% to $1.22 <FONT STYLE="background-color: white">million</FONT> compared to $<FONT STYLE="background-color: white">3.79 million </FONT>for
Q4 2022. The decrease in costs year-over-year stems from overall lower revenues. Services and consulting cost of revenues increased by
38%, reflective of the transition to software support and data provision for the subscription business and timing of pre-programmed maintenance
calls.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Gross margin</B> for Q4 2023 decreased 86%
to $303 thousand compared to $2.14 million for Q4 2022. The decline in margin during the quarter was a direct result of lower business
activity timing in the technology systems area of the business in line with the refocus of the business to data subscription, AI software
and support services as previously noted. The Company expects higher gross margins overall in the coming periods as a result of this transition.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Operating expenses</B> for Q4 2023 increased
12% to $3.48 million compared to $3.10 million for Q4 2022. There was an increase in sales and marketing related to continued increased
investment in the overall capability of the commercial team. Additionally, general and administration costs increased primarily due to
a focus on employee retention to support the Company&rsquo;s long-term operating plan.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Net operating loss</B> for Q4 2023 totaled
$3.18 million compared to net operating loss of $960,038 for Q4 2022. The increase in net operating loss was as a result of lower revenues
recorded during the quarter.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Net loss </B>for Q4 2023 totaled $3.16 million
compared to a net loss of $952,427 for Q4 2022.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Cash and cash equivalents</B> at December
31, 2023 totaled $2.44 million compared to $1.12 million at December 31, 2022. As of yearend, the Company had an additional $1.46 million
in receivables, bolstering its liquidity position to approximately $3.90 million. Duos also had an additional $1.53 million of inventory
as of December 31, 2023, consisting primarily of long-lead items for two ongoing RIP installations.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">In March 2024, the Company entered into a securities
purchase agreement with certain new and existing investors resulting in the issuance of an aggregate of 2,745 shares of Series D and Series
E Convertible Preferred Stock. Duos received aggregate proceeds of $2.75 million through the transaction.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"></P>

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<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B><BR>
Full Year 2023 Financial Results</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Total revenue</B> for the full year 2023,
decreased 50% compared to 2022. Much of the decrease was due to customer-driven delays beyond the Company&rsquo;s control related to the
ongoing production of the two high-speed transit-focused RIPs. The resultant timing delays of the overall project delivery timeline shifts
anticipated revenues into the second half of 2024. The Company also began its transition into a greater focus on AI software and support
services, much of which are recurring revenues and there was a small increase in services and consulting revenues. Underlying recurring
revenues climbed by approximately 23% on a year-over-year basis. This growth is fueled by the expansion of service contracts following
the completion of new portals in early 2023, coupled with the deployment of AI services with several customers and data subscription services
for a large passenger transit customer. The Company anticipates these revenue sources will continue growing throughout 2024 and beyond.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Cost of revenues</B> decreased 40% overall
for the year due to the overall decrease in revenues. Cost of revenues on services and consulting decreased by 4% year-over-year despite
a small increase in revenues for this category, which is a positive trend. The Company continues to put into service additional artificial
intelligence algorithms and maintenance and support services which are high margin and represent only marginal increases in the requisite
costs to deliver these services.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Gross margin</B> decreased 72% for the year
ended December 31, 2023 as compared to the same period in 2022. As noted above, the decline in margin was a direct result of project delays
that were experienced in the latter half of 2023 offset by a slight increase in services and consulting margins. The business activity
in 2023 consisted primarily of continued progression into the advanced stages of procurement and manufacturing for the transit-focused
RIPs.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Operating expenses</B> were higher by 10%
in 2023 as compared to the full-year 2022. There was a 12% increase in sales and marketing related to increased investment into the capability
of the commercial team, including the addition of professionals with extensive experience and leadership in the rail industry. Additionally,
a small increase in general and administration costs was influenced by several factors, including non-cash amortization charges associated
with roughly 400,000 share options that were issued during 2023. In late 2023, the Company took steps to rationalize some non-essential
staff positions given the lower performance in 2023 with an anticipated impact of around $1 million saving in operating costs in 2024.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Net operating loss</B> The losses from operations
for the years ended, December 31, 2023 and 2022 were $11,446,566 and $6,865,149, respectively. The increase in losses from operations
during the year was the result of temporary decline in system revenues stemming from a timing shift in business activity as well as project
delays experienced in the latter half of 2023 that were beyond the Company&rsquo;s control.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Net loss</B> The net loss for the years ended
December 31, 2023 and 2022 was $11,241,718 and $6,864,783, respectively. The increase in overall net loss was offset slightly with an
increase in the Company&rsquo;s recurring services and consulting. Net loss per common share was $1.56 and $1.11 for the years ended December
31, 2023 and 2022, respectively.&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Financial Outlook </B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">At the end of 2023, the Company&rsquo;s contracts
in backlog represented approximately $6.6 million in revenue, of which approximately $4.4 million is expected to be recognized in calendar
2024 not including an estimated $6.0 - $7.0 million in expected near-term awards and renewals. The balance of contract backlog is comprised
of multi-year service and software agreements as well as project revenues spanning through fiscal 2024.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"></P>

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<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">In the fourth quarter of 2023 the Company withdrew
its previously issued guidance due to unforeseen delays from three major projects which delayed recognition of a substantial portion of
expected revenues into 2024. Duos expects an improvement in operating results to be reflected over the course of the full year 2024 from
the realization of these projects and other anticipated new projects. As a result of typical business seasonality as well as timing and
other factors, the Company expects revenues in the first quarter of 2024 to be similar to the fourth quarter of 2023 before sequentially
increasing throughout the remainder of the year.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Management Commentary</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify">&ldquo;2023 was a challenging year for
our Company with strong progress in many areas of operations offset by project delays from three major clients which were out of our control,&rdquo;
said Duos Chief Executive Officer Chuck Ferry. &ldquo;However, during the year we made substantial progress in the delivery of our AI
algorithms and Centraco software update, the backbone of our Railcar Inspection Portal. We have significantly increased the breadth of
our AI applications to also include passenger rail use cases, and continued to grow our recurring revenue base through strong renewals
and add-on work as evidenced by the renewed and added contracts in early 2024.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify">&ldquo;We continue to engage with the
Class 1s, Passenger Railroads, labor unions, and Congress in a concerted effort to see this cutting-edge technology adopted on a larger
scale while also using our expertise to address the broader AI Value Chain which I will discuss further in our upcoming earnings call.&rdquo;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>Conference Call</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">The Company&rsquo;s management will host a conference
call today, April 1, 2024, at 4:30 p.m. Eastern time (1:30 p.m. Pacific time) to discuss these results, followed by a question-and-answer
period.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0">Date: &#9;Monday, April 1, 2024</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0">Time: &#9;4:30 p.m. Eastern time (1:30 p.m. Pacific time)</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0">U.S. dial-in: &#9;877-407-3088</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0">International dial-in: &#9;201-389-0927</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">Confirmation: &#9;13744636</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">Please call the conference telephone number
5-10 minutes prior to the start time of the conference call. An operator will register your name and organization.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">&nbsp;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">If you have any difficulty connecting with the
conference call, please contact DUOT@duostech.com.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify">&nbsp;</P>

<P STYLE="color: #2F5496; font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><FONT STYLE="color: black">The
conference call will be broadcast live via telephone and available for online replay via the investor section of the Company's website
</FONT>here<FONT STYLE="color: black">.</FONT></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify">&nbsp;</P>

<P STYLE="font: bold 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify">About Duos Technologies Group, Inc.</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify">Duos Technologies Group, Inc. (Nasdaq:
DUOT), based in Jacksonville, Florida, through its wholly owned subsidiary, Duos Technologies, Inc., designs, develops, deploys and operates
intelligent vision-based technology solutions using <FONT STYLE="color: #222222; background-color: white">Machine Vision and Artificial
Intelligence (&ldquo;AI&rdquo;) to analyze fast moving freight, passenger and transit trains and trucks</FONT> streamlining operations,
improving safety and reducing costs. The Company provides cutting edge solutions that automate the mechanical and security inspection
of fast-moving trains, trucks and automobiles through a broad range of proprietary hardware, software, information technology and artificial
intelligence. For more information, visit www.duostech.com.</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B><I>&nbsp;</I></B></P>

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<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B><I></I></B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B><I>Forward- Looking Statements</I></B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><I>This news release includes forward-looking statements
regarding the Company's financial results and estimates and business prospects that involve substantial risks and uncertainties that could
cause actual results to differ materially. Forward-looking statements relate to future events and typically address the Company's expected
future business and financial performance. The forward-looking statements in this news release relate to, among other things, information
regarding anticipated timing for the installation, development and delivery dates of our systems; anticipated entry into additional contracts;
anticipated effects of macro-economic factors (including effects relating to supply chain disruptions and inflation); timing with respect
to revenue recognition; trends in the rate at which our costs increase relative to increases in our revenue; anticipated reductions in
costs due to changes in the Company's organizational structure; potential increases in revenue, including increases in recurring revenue;
potential changes in gross margin (including the timing thereof); statements regarding our backlog and potential revenues deriving therefrom;
and statements about future profitability and potential growth of the Company. Words such as &quot;believe,&quot; &quot;expect,&quot;
&quot;anticipate,&quot; &quot;should,&quot; &quot;plan,&quot; &quot;aim,&quot; &quot;will,&quot; &quot;may,&quot; &quot;should,&quot;
&quot;could,&quot; &quot;intend,&quot; &quot;estimate,&quot; &quot;project,&quot; &quot;forecast,&quot; &quot;target,&quot; &quot;potential&quot;
and other words and terms of similar meaning, typically identify such forward-looking statements. Forward-looking statements involve risks
and uncertainties and there are important factors that could cause actual results to differ materially from those expressed or implied
by these forward-looking statements. These factors include, but are not limited to, the Company's ability to continue as a going concern,
the Company's ability to generate sufficient cash to continue and expand operations, the competitive environment generally and in the
Company'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's specific market areas, changes in federal, state and/or local
government laws and regulations potentially affecting the use of the Company'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'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 U.S. Securities and Exchange Commission (the &quot;SEC&quot;), which are available at the SEC'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's assumptions may prove to be incorrect. The Company'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: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; color: #26282A"><B>&nbsp;</B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; color: #26282A"><B>Contacts </B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; color: #26282A"><B>Corporate</B></P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; color: #26282A">Fei Kwong, Director, Corporate Communications</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0"><FONT STYLE="color: #26282A">Duos Technologies Group, Inc. (Nasdaq: DUOT)<BR>
904-652-1625<B><BR>
</B></FONT>fk@duostech.com</P>

<P STYLE="font: 11pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/107% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify"><B>&nbsp;</B></P>


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<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"></P>

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

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><FONT ID="a_052"></FONT><B>CONSOLIDATED STATEMENTS OF OPERATIONS</B></P>

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

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

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    <TD COLSPAN="2" ID="xdx_496_20230101__20231231_zRlgEhjTpEB4" STYLE="text-align: center">&#160;</TD><TD>&#160;</TD><TD>&#160;</TD>
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    <TD STYLE="text-align: right">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left; padding-bottom: 2.5pt">NET LOSS</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt">&#160;</TD>
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>&#160;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>


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<P STYLE="font: 11pt/107% Calibri, Helvetica, Sans-Serif; margin: 0 0 8pt; text-align: justify"><B>&nbsp;</B></P>

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

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B><FONT ID="a_051"></FONT>CONSOLIDATED BALANCE SHEETS</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">&#160;</P>

<TABLE CELLPADDING="0" CELLSPACING="0" ID="xdx_301_111_zuskWySAt3n" SUMMARY="xdx: Statement - CONSOLIDATED BALANCE SHEETS" STYLE="font: 11pt Aptos; border-collapse: collapse; width: 100%">
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  <TR ID="xdx_40E_eus-gaap--AssetsAbstract_iB" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_402_eus-gaap--AssetsCurrentAbstract_i01B" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_40D_eus-gaap--Cash_i02I_pp0p0_maACzs4d_zPGI4yruYgE4" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_407_eus-gaap--ContractWithCustomerAssetNetCurrent_i02I_pp0p0_maACzs4d_zBF2nzFTRwP5" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_408_eus-gaap--PrepaidExpenseAndOtherAssetsCurrent_i02I_pp0p0_maACzs4d_zBxZT9i4xCre" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="text-align: right">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_405_eus-gaap--AssetsCurrent_i02TI_pp0p0_mtACzs4d_maAzfvW_zeFnT5csvXXk" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="text-align: right">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
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  <TR ID="xdx_40A_eus-gaap--PropertyPlantAndEquipmentNet_i02I_pp0p0_maAzfvW_zwy9IfH4x56g" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_409_eus-gaap--OperatingLeaseRightOfUseAsset_i02I_pp0p0_maAzfvW_zFGaieHsedUb" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_400_eus-gaap--SecurityDeposit_i02I_pp0p0_maAzfvW_zO9SyPGGjEG1" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-indent: 10pt; text-align: left">&#160;Security deposit</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
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  <TR STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="text-align: right">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40A_eus-gaap--OtherAssetsAbstract_iB" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;OTHER ASSETS:</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></TR>
  <TR ID="xdx_40B_eus-gaap--NotesAndLoansReceivableNetNoncurrent_i01I_pp0p0_maOAzuBB_zGPA7h7vCSPi" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-indent: 10pt; text-align: left">&#160;Note Receivable, net</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">153,750</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40E_eus-gaap--IntangibleAssetsNetExcludingGoodwill_i01I_pp0p0_maOAzuBB_z9bYQBtnaT0i" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_403_ecustom--CapitalizedSoftwareDevelopmentCostsForSoftwareSoldToCustomer_i01I_pp0p0_maOAzuBB_zCm5eO0g3Aq6" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-indent: 10pt; text-align: left; padding-bottom: 1pt">&#160;Software development costs, net</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
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    <TD STYLE="text-indent: 10pt; text-align: right">&#160;</TD><TD>&#160;</TD>
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  <TR STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></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></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></TR>
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  <TR ID="xdx_400_eus-gaap--PreferredStockValue_iI_pp0p0_maTSPzuXd_z4jV20KzC2Jc" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left"><FONT STYLE="font-size: 10pt">&#160;</FONT></TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right"><FONT STYLE="font-size: 10pt">&#160;</FONT></TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left"><FONT STYLE="font-size: 10pt">&#160;</FONT></TD><TD STYLE="font: 10pt Times New Roman, Times, Serif"><FONT STYLE="font-size: 10pt">&#160;</FONT></TD>
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  <TR STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD ID="xdx_98C_eus-gaap--PreferredStockValue_iI_pp0p0_maTSPzuXd_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesEPreferredStockMember_zxhFaJXgQyO2" TITLE="Preferred stock, value" STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD ID="xdx_980_eus-gaap--PreferredStockValue_iI_pp0p0_maTSPzuXd_c20221231__us-gaap--StatementClassOfStockAxis__custom--ConvertibleSeriesFPreferredStockMember_zlkoiMpHtFJ" TITLE="Preferred stock, value" STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_406_eus-gaap--CommonStockValue_iI_pp0p0_maTSPzuXd_zzJx4RoxmBll" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="text-align: left; text-indent: -10pt; padding-left: 20pt"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;Common
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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">7,306</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">7,156</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_403_eus-gaap--AdditionalPaidInCapitalCommonStock_iI_pp0p0_maTSPzuXd_zRLNJeYOuYQe" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-indent: 10pt; text-align: left"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;Additional
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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">69,120,199</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">56,562,600</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40A_eus-gaap--RetainedEarningsAccumulatedDeficit_iI_pp0p0_maTSPzuXd_zqrmJ13DexXi" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-indent: 10pt; text-align: left; padding-bottom: 1pt"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;Accumulated
    deficit</FONT></TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
    <TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(63,603,552</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
    <TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(52,361,834</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</TD></TR>
  <TR ID="xdx_400_ecustom--TotalStockAndPaidInCapitalAndRetainedEarningsDeficit_iTI_pp0p0_maSEzm3Z_mtTSPzuXd_z0OpTofJSJG" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">5,523,966</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">4,207,923</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40D_eus-gaap--TreasuryStockCommonValue_iNI_pp0p0_di_msSEzm3Z_zmmNIarBCgBa" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; padding-left: 20pt; text-indent: -10pt"><FONT STYLE="font-family: Times New Roman, Times, Serif; font-size: 10pt">&#160;Less:&#160;&#160;Treasury
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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">(157,452</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
    <TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="border-bottom: Black 1pt solid; font: 10pt Times New Roman, Times, Serif; text-align: right">(157,452</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 1pt; text-align: left">)</TD></TR>
  <TR ID="xdx_40D_eus-gaap--StockholdersEquity_iTI_pp0p0_mtSEzm3Z_maLASEzsbX_z8i8SSRrUzee" STYLE="vertical-align: bottom; background-color: White">
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<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center">&#160;</P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>&nbsp;</B></P>

<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"></P>


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<P STYLE="font: 11pt/106% Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B></B></P>
<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B>DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES</B></P>

<P STYLE="font: 10pt Times New Roman, Times, Serif; margin: 0; text-align: center"><B><FONT ID="a_054"></FONT>CONSOLIDATED STATEMENTS OF CASH FLOWS</B></P>

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

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

<TABLE CELLPADDING="0" CELLSPACING="0" ID="xdx_306_112_zeI1yBA3HGJd" SUMMARY="xdx: Statement - CONSOLIDATED STATEMENTS OF CASH FLOWS" STYLE="font: 11pt Aptos; border-collapse: collapse; width: 100%">
  <TR STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: bold 10pt Times New Roman, Times, Serif; text-align: center">&#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_492_20230101_20231231" 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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<TR STYLE="vertical-align: bottom">
    <TD>&#160;</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif">&#160;</TD>
    <TD COLSPAN="6" STYLE="font: bold 8pt Times New Roman, Times, Serif; text-align: center">For the Years Ended</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif">&#160;</TD></TR>
  <TR STYLE="vertical-align: bottom">
    <TD>&#160;</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
    <TD COLSPAN="6" STYLE="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">December 31,</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD></TR>
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    <TD COLSPAN="2" STYLE="border-bottom: Black 1pt solid; font: bold 8pt Times New Roman, Times, Serif; text-align: center">2023</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD><TD STYLE="font: bold 8pt Times New Roman, Times, Serif; padding-bottom: 1pt">&#160;</TD>
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  <TR STYLE="vertical-align: bottom">
    <TD>&#160;</TD><TD>&#160;</TD>
    <TD COLSPAN="2" STYLE="text-align: center">&#160;</TD><TD>&#160;</TD><TD>&#160;</TD>
    <TD COLSPAN="2" STYLE="text-align: center">&#160;</TD><TD>&#160;</TD></TR>
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    <TD STYLE="font: bold 10pt Times New Roman, Times, Serif; text-align: left">Cash from operating activities:</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_403_eus-gaap--NetIncomeLoss_i01_maNCPBUz112_z9IG43tmCDdj" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: bold 10pt Times New Roman, Times, Serif; width: 66%; text-align: left">Net loss</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; width: 1%">&#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></TR>
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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">350,192</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40E_eus-gaap--ShareBasedCompensation_i01_maNCPBUz112_zneSe3GFATi1" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">819,191</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40A_ecustom--StockIssuedForServices_i01N_di_msNCPBUz112_zdHdfmbaSyE2" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">157,500</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_401_eus-gaap--OperatingLeaseRightOfUseAssetAmortizationExpense_i01_maNCPBUz112_zwZUZqEKwjAa" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">316,776</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">235,834</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40A_eus-gaap--IncreaseDecreaseInOtherOperatingAssetsAndLiabilitiesNetAbstract_i01B_zfEHk3ZFmCkd" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">Changes in assets and liabilities:</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--IncreaseDecreaseInReceivables_i02N_di_msNCPBUz112_zhNb32n0aKea" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Accounts receivable</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(1,679,720</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_40B_ecustom--IncreaseDecreaseInNotesReceivable_i02N_pp0p0_di_msNCPBUz112_ze9Zqe1nyWV2" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Note receivable</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">(153,750</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_405_eus-gaap--IncreaseDecreaseInContractWithCustomerAsset_i02N_di_msNCPBUz112_zyYQZyPLOG4e" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Contract assets</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">(216,225</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(422,273</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_400_eus-gaap--IncreaseDecreaseInInventories_i02N_di_msNCPBUz112_zLJVIazQFTwd" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;&#160;&#160;Inventory</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">(97,804</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(1,130,022</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_409_eus-gaap--IncreaseDecreaseInSecurityDeposits_i02_maNCPBUz112_zIXjZhqgdAO" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Security deposit</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">50,000</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40A_eus-gaap--IncreaseDecreaseInPrepaidExpense_i02N_di_msNCPBUz112_zblLFJT5AH4a" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">266,539</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_400_eus-gaap--IncreaseDecreaseInAccountsPayableTrade_i02_maNCPBUz112_zzVm3boUTDLe" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Accounts payable</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">(1,694,756</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">1,245,890</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_402_eus-gaap--IncreaseDecreaseInAccruedLiabilities_i02_maNCPBUz112_zFl1WAD7dPBd" STYLE="vertical-align: bottom; background-color: White">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Accrued expenses</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">(289,209</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(165,069</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_406_eus-gaap--IncreaseDecreaseInOperatingLeaseLiability_i02_maNCPBUz112_z7CgJvMm8Zrl" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;&#160;&#160;Operating lease obligation</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">(232,007</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">184,728</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_406_eus-gaap--IncreaseDecreaseInContractWithCustomerLiability_i02_maNCPBUz112_zeFNK1KttxNl" STYLE="vertical-align: bottom; background-color: White">
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  <TR STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
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  <TR ID="xdx_40C_eus-gaap--NetCashProvidedByUsedInOperatingActivities_i02T_mtNCPBUz112_maCCERCzJja_zI8dYhaicf67" STYLE="vertical-align: bottom; background-color: White">
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  <TR STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_403_eus-gaap--NetCashProvidedByUsedInInvestingActivitiesAbstract_iB_zLjtz3vuCKA7" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_404_eus-gaap--PaymentsToAcquireIntangibleAssets_i01N_di_msNCPBUzq40_zyi0v3oNN1Wf" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_403_eus-gaap--PaymentsToDevelopSoftware_i01N_di_msNCPBUzq40_zlmhdESG8ewe" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_402_eus-gaap--PaymentsToAcquirePropertyPlantAndEquipment_i01N_di_msNCPBUzq40_z9rW0sejS8B3" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_406_eus-gaap--NetCashProvidedByUsedInInvestingActivities_i01T_mtNCPBUzq40_maCCERCzJja_z2OHJQlapJx4" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(644,888</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR STYLE="vertical-align: bottom; background-color: White">
    <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_407_eus-gaap--NetCashProvidedByUsedInFinancingActivitiesAbstract_iB_zyhtWEM273td" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_409_ecustom--RepaymentsOfInsuranceAndEquipmentFinancing_i01N_di_msNCPBUzBwV_zMXA0hZA1OA4" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(331,175</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_409_ecustom--RepaymentsOfLongTermCapitalLeaseObligation_i01N_di_msNCPBUzBwV_z1oKoi42KJZ2" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(22,851</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(80,335</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_40A_ecustom--ProceedsFromIssuanceOfCommonStocks_i01_maNCPBUzBwV_zQpo58lvPoTk" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">8,801,003</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_40F_ecustom--IssuanceCosts_i01N_di_msNCPBUzBwV_zQw9KwvxtHXh" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">(942,926</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">)</TD></TR>
  <TR ID="xdx_40D_eus-gaap--ProceedsFromRepaymentOfLoansByEmployeeStockOwnershipPlans_i01_pp0p0_maNCPBUzBwV_zEMF2lMpG7Ci" STYLE="vertical-align: bottom; background-color: White">
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    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">&#8212;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR ID="xdx_401_eus-gaap--ProceedsFromIssuanceOrSaleOfEquity_i01_maNCPBUzBwV_zDDqK5naktua" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR STYLE="vertical-align: bottom; background-color: White">
    <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_40D_eus-gaap--NetCashProvidedByUsedInFinancingActivities_i01T_mtNCPBUzBwV_maCCERCzJja_zNTZOiuta0K9" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
    <TD STYLE="font: bold 10pt Times New Roman, Times, Serif; text-align: left">Net cash provided by financing activities</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif">&#160;</TD>
    <TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: right">11,161,223</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">8,745,567</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; text-align: left">&#160;</TD></TR>
  <TR STYLE="vertical-align: bottom; background-color: White">
    <TD>&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_401_eus-gaap--CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_iT_mtCCERCzJja_ze4mItgL1oH7" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR ID="xdx_403_eus-gaap--CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_iS_pp0p0" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_40D_eus-gaap--CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_iE_pp0p0" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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  <TR STYLE="vertical-align: bottom; background-color: White">
    <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_405_eus-gaap--SupplementalCashFlowInformationAbstract_iB_z6W0fWaafOF2" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD><TD>&#160;</TD>
    <TD STYLE="text-align: left">&#160;</TD><TD STYLE="text-align: right">&#160;</TD><TD STYLE="text-align: left">&#160;</TD></TR>
  <TR ID="xdx_401_eus-gaap--InterestPaidNet_i01_z57AAGQI4m7j" STYLE="vertical-align: bottom; background-color: White">
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  <TR ID="xdx_405_eus-gaap--IncomeTaxesPaidNet_i01_znG5tksyr5rh" STYLE="vertical-align: bottom; background-color: rgb(204,238,255)">
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    <TD STYLE="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: left">$</TD><TD STYLE="border-bottom: Black 2.5pt double; font: 10pt Times New Roman, Times, Serif; text-align: right">1,264</TD><TD STYLE="font: 10pt Times New Roman, Times, Serif; padding-bottom: 2.5pt; text-align: left">&#160;</TD></TR>
  <TR STYLE="vertical-align: bottom; background-color: White">
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<P STYLE="text-align: right; margin: 0">Exhibit 99.2</P>

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

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

<DIV STYLE="padding: 0in 0in 1pt; border-bottom: Black 1.5pt solid">

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify"><B>&nbsp;</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>Duos Technologies</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>Fourth Quarter and Full Year 2023 Earnings Conference
Call</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>April 1, 2024</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: center"><B>&nbsp;</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: left"><B><U>Please Note:</U> This transcript has been edited
to correct certain numbers pertaining only to Q4 2023 and 2022 that, due to a scrivener&rsquo;s error in the original script, were incorrectly
presented during the Conference Call. All numbers in the 10-K, the earnings press release and this transcript are accurate.</B></P>

<P STYLE="font: 14pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: left"><B>&nbsp;</B></P>

</DIV>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0 0 0 0.5in; text-align: left; text-indent: -0.5in"><B>&nbsp;</B></P>

<TABLE CELLPADDING="0" CELLSPACING="0" WIDTH="100%" STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin-top: 0; margin-bottom: 0"><TR STYLE="vertical-align: top">
<TD STYLE="width: 0"></TD><TD STYLE="width: 0.5in"><B><U>Presenters</U></B></TD><TD STYLE="text-align: left"></TD></TR></TABLE>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0 0 0 0.5in; text-align: left; text-indent: -0.5in"><B>Chuck Ferry, CEO</B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0 0 0 0.5in; text-align: left; text-indent: -0.5in"><B>Andrew Murphy, CFO</B></P>

<P STYLE="font: 12pt/150% Calibri, Helvetica, Sans-Serif; margin: 0 0 0 0.5in; text-align: left; text-indent: -0.5in"><B>&nbsp;</B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: left"><B><U>Q&amp;A Participants</U></B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; background-color: white"><B>Ed Woo - Ascendiant Capital Markets</B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; background-color: white"><B>&nbsp;</B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><B>Operator</B></P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Good afternoon. Welcome
to Duos Technologies&rsquo; Fourth Quarter and Full Year 2023 Earnings Conference Call.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Joining us for today's call
are Duos CEO Chuck Ferry and CFO, Andrew Murphy. Following their remarks, we will open the call for your questions. Then, before we conclude
today's call, I'll provide the necessary cautions regarding the forward-looking statements made by management during this call.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Now, I would like to turn
the call over to Duos' CEO Chuck Ferry. Sir, please proceed.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you. Welcome, everyone,
and thanks for joining us. Earlier today, we issued a press release announcing our financial results for the fourth quarter and full year
2023, as well as other operational highlights. A copy of the press release is available in the Investor Relations section of our website.
I encourage all listeners to view that release, as well as our 10-K filing with the SEC to better understand some of the details we'll
be discussing during our call.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Today, in addition to giving
commentary on the recent financials, I'm going to update the assessment I gave during the last earnings call. During that call, I told
you that I believed the company was in the best position it has ever been to achieve our strategy and long-term value for shareholders.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We anticipated the short-term
financial headwinds, as manifested in our results for last year, would provide additional challenges for us in executing our strategy.
I am pleased to report that, despite these challenges, our mid and long-term outlook remains unchanged, and I'm expecting much improved
performance for 2024.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Outside of the most recent
financial results, the company continues to make significant progress on many different strategic programs, and I'll be giving you a more
comprehensive assessment in my commentary, following the financial report from our CFO.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">What remains critical for
us in the coming 12 months is to complete the transition from a volatile CapEx-only business to a technology-focused subscription business
with steady recurring revenue. We'll update you on progress with our plan and the critical milestones to achieve this, after we review
the financial results.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Over to you, Andrew.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Andrew Murphy</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you, Chuck. As we
have discussed in previous calls, Duos has historically operated with periods of intermittent growth, interspersed with temporary lulls,
as large new contracts begin the execution cycle and progress through various stages of development.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Our results for Q4 and the
full year exemplified this volatility in revenue, underscoring the challenges--the continued challenges in a purely CapEx model and supporting
our ongoing efforts to focus on primarily subscription-based model in the future.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In addition, the company
is currently pursuing certain opportunities that are within our technology-based expertise of machine vision and AI systems but addressing
additional industries, which Chuck will speak to in his assessment. To be clear, the business results for Q4 2023 were disappointing,
but anticipated based on delays out of our control with three of our existing customers.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Forecasting and timing of
revenues for the railroad industry that is adopting new cutting-edge technology has been challenging, and we are making adjustments to
ensure we achieve breakeven and make the business more predictable.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We remain strongly positioned
within the rail sector and now within the artificial intelligence value chain to make this company proud. Let's now get into our results
for the quarter and for the year.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Total revenue for the quarter
decreased 74% to $1.53 million, compared to $5.93 million in the fourth quarter of 2022. Total revenue for the year decreased 50%, compared
to 2022. Much of the decrease was due to customer-driven delays beyond the company's control during the ongoing production at the two
high-speed transit focused RIPs and, thus, resulting in timing delays at the overall project delivery, shifting anticipated revenues into
the second half of 2024.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The company also began its
transition into a greater focus on AI software and support services, much of which are recurring revenue, where there was an increase
in services and consulting revenues. Underlying recurring revenues climbed by approximately 23% on a year-over-year basis.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">This growth is fueled by
the expansion of service contracts following the completion of new portals in the early 2023, coupled with deployment of AI services deployed
with several customers and the onset of a data subscription services contract with the transit customer. The company anticipates these
revenue sources will continue growing, throughout 2024 and beyond.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Cost of revenues for the
quarter decreased 68% to $1.22 million, compared to $3.79 million for Q4 of 2022. For the year, cost of revenues decreased 40% overall,
due to the decrease in revenues previously noted. Cost of revenues on services and consulting decreased by 4% year-over-year, despite
a small increase in revenues for this category, which is a positive trend.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The company continues to
put into service additional artificial intelligence algorithms and maintenance and support services, which are high margin and represent
only marginal increases in the requisite cost to deliver these services.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Gross margin in Q4 2023
decreased 86% to $303,000, compared to $2.14 million in Q4, 2022. For the year, gross margin decreased 72% for the year ended December
31, 2023, as compared to the same period, 2022. The decline was a direct result of project delays that were experienced in the latter
half of 2023, offset by a slight increase in service and consulting contribution.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The business activity in
2023 consisted primarily of continued progression into the advanced stages of procurement manufacturing for these two transit focused
RIPs.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Operating expenses for Q4
2023, increased 12% to $3.48 million, compared to $3.10 million for Q4 2022. For the year overall, operating expenses were 10% higher
in 2023, as compared to full year 2022.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">There was a 12% increase
in sales and marketing related to the increased investment into the capability of the commercial team, including additional--the addition
of professionals with extensive experience and leadership in the rail industry.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Additionally, a small increase
in general and administrative costs was influenced by several factors, including noncash amortization charges associated with roughly
400,000 share options that were issued, during 2023.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In late 2023, the company
took steps to rationalize some staff positions given the lower performance in 2023 with an anticipated impact of around $1 million in
savings and operating costs, across 2024. These changes in expense reflect the company's ongoing efforts to invest in talent and expand
capabilities in line with the long-term operating plan.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Net operating loss for Q4,
2023, totaled $3.18 million, compared to a net operating loss for approximately $1 million for Q4, 2022. The loss for operations for the
year ended December 31, 2023 and 2022 were $11.4 million and $6.8 million, respectively. The increase in losses from operations during
the year was a result of the temporary decline in system revenues stemming from a timing shift in business activity as well as project
delays experienced in the latter half of 2023 that were beyond the company's control.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Net loss for the year ended
December 31, 2023 and 2022 was $11.2 million and $6.8 million, respectively. The increase in net loss is primarily attributable to the
delays of project activity in 2023, compared to 2022. This was offset slightly with an increase in the company's recurring services and
consulting revenue.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Net loss per share was $1.56
and $1.10 for the years ended December 31, 2023 and 2022, respectively.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">With regard to the balance
sheet, we ended the year with approximately $3.27 million in cash and cash equivalents. We have an additional $0.25 million of receivables,
as well as $1.35 million contract assets, together constituting over $1.6 million in future cash flow, as well as $1.5 million of inventory
consisting primarily of long lead items for two pending RIP installations.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Just recently, the company
took in net proceeds of more than $2.7 million from the sale of Series D and Series E convertible preferred stock with both existing and
not--and new investors. As of this call, the company currently has approximately $3.4 million in cash and cash equivalents.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Duos continues to have the
support of our long-term shareholders who recognize the strategic path the company is pursuing, as evidenced by this and previous capital
infusions, and we appreciate their continued support as we implement our subscription platform.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">At the end of the year,
our contracts in backlog represented approximately $6.6 million in revenue, and we have approximately $6 million to $7 million in near-term
renewals, contract modifications and near-term awards, providing additional visibility on future revenue performance and cash receipts.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We remain encouraged by
the long-term nature of our contracts and believe our maintenance in artificial intelligence services ensure that the railcar inspection
portals are critical to three of the six Class 1 rail roads and our other major transit and freight operators ongoing network operations.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">As anticipated, the net
short-term effect of our project delays out of our control during 2023 did not allow us to book sufficient revenue to meet our guidance
range, which we withdrew in Q4.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The underlying positive
news is that the lower revenue reported is the result of project delays, rather than contract cancellations. In fact, the majority of
the revenues causing our miss of earlier guidance in 2023 are all expected to be booked during 2024.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We maintained sufficient
capital to execute our near-term plans.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The business has no debt,
and we hold inventory in the balance sheet and the capital necessary to execute the next two to three projects. This flexibility gives
us the ability to execute contracts that we expect to be completed in the next two to three quarters with a lower cash outlay than normally
forecasted.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">That concludes my financial
commentary. I'll now pass the call back to Chuck.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you, Andrew. We continue
to be told by our current customers, potential customers, regulators and labor unions that our railcar inspection portal is best-in-class
in terms of performance, reliability and standardization of the hardware, software, IT infrastructure and artificial intelligence.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We have shown the technology
to a significant number of car manufacturers, owners and shippers and the audience is at first stunned by the capability and then the
conversation turns how to turn--how to use this data which, to our knowledge, has never previously been available, how it can be used
to increase overall return on investment in terms of safety, cost of risk, maintenance efficiencies and improvement to velocity and dwell
metrics.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Recently, I've met with
a senior leadership team for our large passenger customer, where they've been using the data from a subscription from several portals
and are very excited by the excellent results they've received, thus far. We anticipate this customer will continue to expand the use
of this technology in the future.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In 2023, we were requested
to show the technology to more than 30 congressmen and senators on Capitol Hill and several state legislators and governors. We have also
demonstrated the technology to the national leadership of mechanical carmen, who strongly believe this tool would greatly benefit rail
safety, when used by qualified mechanical personnel.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We have also demonstrated
our technology to the customs and border patrol agency and have shown them where we can discover suspected illegal riders with our machine
vision and artificial intelligence detections. They are keen to use this solution to assist with the challenges of the border and it be
used to increase CBP officer safety and help railroads get across the border, faster.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Our challenge is to turn
that positive reaction into contracts that grow revenue and profits. Over the last three and a half years, Duos has significantly improved
our technical reliability, installation speed and responsiveness to our customers. We've made major advances to our artificial intelligence
portfolio, which has now been adopted by all of our current customers.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We have also, dramatically,
increased the computing speed at the Edge for our artificial intelligence detections and making the results available in 60 seconds or
less, which is much faster than our competitors and enables immediate safety notifications for locomotive engineers and dispatchers.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">So, we've been--we have
previously discussed diversifying our business to further enhance our position as a machine vision and artificial intelligence company
into other verticals. We currently operate 13 Edge data centers with our railcar inspection portals that enable extremely fast computing
power and artificial intelligence inferencing, which the industry calls AI at the Edge.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In fact, last year, we won
an internal fast computing international sales competition sponsored by Dell Technologies, where we beat out all teams to include a well-known
large defense contractor and another company that deploys satellites into space. Tune in to see media that has been or will be released
by Dell Technologies and NVIDIA that discusses our advances in computing power at the Edge and our partnership, in general.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Given this expertise and
partnering with Dell Technologies and NVIDIA, we are in discussions with several companies outside the rail industry to use our knowledge
and expertise to support their Edge computing requirements, given the massive demand for artificial intelligence, computing and 5G rollout.
This is aligned with our strategy to be an important part of the overall AI value chain.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Earlier this year, we issued
a press release announcing that the U.S. Patent and Trademark Office granted us a patent for use of artificial intelligence to detect
defects in trains and methods to use. This patent is important in several respects. Not only does it recognize our AI methodology, but
it also covers how we acquire, compute and present the data with our railcar inspection tool. The great thing of this patent it shows
the significant accomplishments and value of our hardware, software, IT and artificial intelligence teams.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We have also made progress
in shifting our revenue model to become more software, artificial intelligence and services focused. Our recently signed deals with two
major railroads for AI subscription and support services contracts is just the beginning, I believe a trend for other operators to engage
us to provide automated inspections of railcars.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">As a data point, our technology
conducted scans of more than 8.5 million railcars, last year. That translates to 665,000 unique railcars, or approximately 40% of the
total freight car population in North America.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We continue to invest in
research and development, and we'll release a number of new technologies in 2024, including, but not limited to, a new version of our
world-class Centraco platform, which is the software user interface that the mechanical car inspectors use to, virtually, inspect railcars.
Centraco was originally designed to be the hub and interface for sensor-based systems and in the last three years, it has been extensively
updated and hardened.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">I will have more to say
about this in future calls, but it's safe to say that the new version will be an important component in the generative AI value chain,
supporting a large number of deployed algorithms, which are now in operation with all of our customers.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In some cases, these automated
detections through the portals of machine vision systems are being used to obtain regulatory waivers. We are also now creating generative
artificial intelligence to strengthen the training sets that make our AI use cases faster and more reliable.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">As previously reported,
we appointed Chris King as our Chief Commercial Officer. Chris worked for me as the Chief Commercial Officer at APR Energy, and he was
a key leader responsible for growing that business from $225 million revenue in 2016 to more than $600 million of revenue in 2019. He
has significant experience closing deals, and he's having a very positive impact here at Duos.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Our current backlog remains
steady at around $6.6 million, and we are engaged in more than $100 million of opportunities that we expect to drive our growth both,
this year and beyond. As part of that opportunity set, we are progressing in talks to build the first of several Duos-owned portals from
which to sell data subscriptions located at heavily traffic railcar interchange points in the United States.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Furthermore, we have also
identified, during discussions with several large telecommunications companies, to deploy Edge data centers in support of the AI infrastructure
support chain.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">On our last call, I outlined
the risks to our plans, and it's worth reviewing them at this time. The primary risks continue to be project delays out of our control
and timing of revenue recognition with current customers and the slow adoption of this technology with new customers in the rail sector.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">We will continue to press
hard into the rail sector, which we know will adopt our technology at a large scale, but also initiate efforts to diversify our offerings
into the broader AI value chain.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">In closing, I want to highlight
that I believe our company has a leadership position in the rail sector with machine vision and AI wayside detection. We have developed
a significant opportunity with our Edge data centers and other technology to provide additional value in the broader AI value chain. We
will continue our efforts to transition from a CapEx business to a recurring revenue business in the coming 12 months.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">I'd like to thank our current
customers, which includes Amtrak, Canadian National, CPKC, CSX, Ferromex, Chicago Metro and L.A. Metro for their continued contract renewals.
I also want to thank our long-term shareholders for their financial support, which has been critical to our success. I believe that our
company is in a great position to significantly grow in value, despite our current financial results.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you for your time,
and we'll open the call for your questions. Operator, please provide the appropriate instructions.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Operator</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you. We will now be
conducting a question-and-answer session. If you would like to ask a question, please press &ldquo;*&rdquo;, &ldquo;1&rdquo; on your telephone
keypad. A confirmation tone will indicate that your line is in the question queue. You may press &ldquo;*&rdquo;, &ldquo;2&rdquo;, if
you would like to remove your question from the queue. For participants using speaker equipment, it may be necessary to pick up the handset,
before pressing the star keys. One moment please while we poll for questions.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Our first question comes
from the line of Ed Woo with Ascendiant Capital Markets. Please proceed with your question</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Ed Woo</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Yeah, thank you for
taking my questions, and congratulations on the progress. As we move further and further away from the major train accident in East
Palestine, Ohio, last year, what's the regulatory environment? And do you see that the Legislators in Congress are
still putting train safety as a high priority?</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Yeah, Ed, it's good to hear
from you. So, I think just a brief update. So you've got the Railway Safety Act bill of 2023 waiting its turn on the Senate floor. And
then it's still in committee over on the--over the House side. I think as we've--as you said, got further away from East Palestine and
gotten closer to the national elections, I think the likelihood and I think the consensus is pretty common amongst all the industry stakeholders
that the likelihood that that Railway Safety Act goes through, I think, is diminishing.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">I think that we have though
said publicly a number of times is that, despite that fact, the railroads in general, the rail industry has gotten a lot more focused
on safety, in general. We've seen a lot of our Class I customers as well as short lines, make investments quietly into additional wayside
detection technologies. We're in discussion with a lot of them about ours.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">I think you've also got
what we've said before that our strategy to expand our technology on a larger scale into this industry should not rely and does not rely
on the passage of that bill. Since East Palestine, we've gotten a lot more commercial activity. We said before, it takes a little while
to move from inquiry to contract here with the large Class 1s. But we are making progress, and I expect to announce some of that in the
coming quarters. Hopefully, that answers the question.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Ed Woo</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Yes, it does. Thank you,
and I wish you guys good luck. Thank you.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Okay, appreciate it Thank
you, Ed. So I don't see another question right this moment. We do have--I'm sorry, go ahead, Moderator.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Operator</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Apologies, management will
now take select listeners&rsquo; submitted questions.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Okay. So we did--we took
some written questions, and I will work through a couple of them that I think are appropriate here. So one of the questions was, there's
been several articles recently published in railway trends websites regarding CRISI grants and potential inspections of machine vision
projects. Can you comment if Duos has been awarded in CRISI-related projects?</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">So it's a good question.
And we did see some recent press release related to CRISI projects. At this point right now, we cannot confirm any awards related to CRISI
projects. However, we can say that several of our existing customers, potential new customers appear to either be expecting to receive
CRISI money or, in some cases, have actually received some CRISI money, and we believe some of those will bear fruit for us, here in 2024.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">The next question, again,
which is a good one, I alluded to it in my comments. It says, you've mentioned before about diversifying the business to enhance Duos'
position with AI and machine vision. And can you further elaborate on this?</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">So, Duos has already had
and continues to establish a reputation for delivering fast, real-time data-driven results for our rail customers. Part and parcel with
our railcar inspection portal, we've now got years of experience conducting edge computing where we're doing this AI edge processing and
inferencing is what they call it. And all that sits out in those Edge data centers.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">And so we've gotten a lot
of experience in that. And recently, in partnership with both Dell and NVIDIA, we've been introduced to a different set of folks in the
telecommunications industry that are interested in seeking our assistance in placing Edge data centers out. This is something we've been
quietly working on for the last year. But now we think we're actually going to see some progress on that, here in the near term.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Again, the overall goal
is to participate in the AI value chain writ large, which this is directly and squarely in. And it's also designed to further drive our
desire to get into a more recurring revenue versus the onetime CapEx revenue.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">And I think we'll take maybe
one more here. So--yes, the question here was, can you comment more on your partnerships with Dell and NVIDIA?</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">So, we've been partnered
with Dell and NVIDIA probably for more than three years now. Those partnerships have actually strengthened, particularly in the last 18
months. Again, with Dell, we've been doing some--we use commercial off-the-shelf servers from Dell, or Edge servers, but they had some
bespoke capabilities to it, as does NVIDIA to create what we do out at the Edge with our railcar artificial intelligence.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Recently, there has been
social media posts from both of those companies about our progress in the rail vertical. And I think Dell, in particular, and I think
NVIDIA probably a little bit later, also had some follow-on marketing that they're doing with us, and we're in discussion with both companies
to see how we can--obviously, those two large companies are very large technical companies that we'd like to be partnered with.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">And the good news is that
we're able to engage them at some pretty senior levels to continue our efforts in this rail space.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">So with that, I think we've
approached our timeline, and I'd like to turn it back over to our moderator, please.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Operator</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you. At this time,
this concludes our question-and-answer session. I'd now like to turn the call back over to Mr. Ferry for his closing remarks.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
<B>Chuck Ferry</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Yeah, I really appreciate
everybody joining the call, and we look forward to follow on calls to give you updates on the business. Thank you.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><BR>
</P>

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<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"><B>Operator</B>&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Before we conclude today's
call, I would like to provide you a safe harbor statement that includes important cautions regarding forward-looking statements made during
this call.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">This earnings call contains
forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. Forward-looking terminologies such
as believes, expects, may, will, should, anticipates, plans and their opposites or similar expressions are intended to identify forward-looking
statements. We caution you that these statements are not guarantees of future performance or events and are subject to a number of uncertainties,
risks and other influences, many of which are beyond our control, which may influence the accuracy of the statements and the projections
upon which the statements are based and could cause Duos Technologies Group Inc.'s actual results to differ, materially, from those anticipated
by the forward-looking statements.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">These risks and uncertainties
include, but are not limited to, those described in Item 1A and Duos' annual report on Form 10-K which is expressly incorporated herein
by reference and other factors as may periodically be described in Duos' filings with the SEC.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">Thank you for joining us,
today, for Duos Technologies Group's Fourth Quarter and Full Year 2023 Earnings Call. You may now disconnect.</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white">&nbsp;</P>

<P STYLE="font: 12pt Calibri, Helvetica, Sans-Serif; margin: 0; text-align: justify; background-color: white"></P>

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<DOCUMENT>
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      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_DocumentFiscalYearFocus_lbl" xml:lang="en-US">Document Fiscal Year Focus</link:label>
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      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CurrentFiscalYearEndDate" xlink:to="dei_CurrentFiscalYearEndDate_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CurrentFiscalYearEndDate_lbl" xml:lang="en-US">Current Fiscal Year End Date</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityFileNumber" xlink:label="dei_EntityFileNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityFileNumber" xlink:to="dei_EntityFileNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityFileNumber_lbl" xml:lang="en-US">Entity File Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityRegistrantName" xlink:label="dei_EntityRegistrantName" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityRegistrantName" xlink:to="dei_EntityRegistrantName_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityRegistrantName_lbl" xml:lang="en-US">Entity Registrant Name</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityCentralIndexKey" xlink:label="dei_EntityCentralIndexKey" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityCentralIndexKey" xlink:to="dei_EntityCentralIndexKey_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityCentralIndexKey_lbl" xml:lang="en-US">Entity Central Index Key</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.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/2024/dei-2024.xsd#dei_EntityTaxIdentificationNumber" xlink:label="dei_EntityTaxIdentificationNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityTaxIdentificationNumber" xlink:to="dei_EntityTaxIdentificationNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityTaxIdentificationNumber_lbl" xml:lang="en-US">Entity Tax Identification Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.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/2024/dei-2024.xsd#dei_EntityAddressAddressLine1" xlink:label="dei_EntityAddressAddressLine1" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine1" xlink:to="dei_EntityAddressAddressLine1_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine1_lbl" xml:lang="en-US">Entity Address, Address Line One</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressAddressLine2" xlink:label="dei_EntityAddressAddressLine2" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine2" xlink:to="dei_EntityAddressAddressLine2_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine2_lbl" xml:lang="en-US">Entity Address, Address Line Two</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressAddressLine3" xlink:label="dei_EntityAddressAddressLine3" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressAddressLine3" xlink:to="dei_EntityAddressAddressLine3_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressAddressLine3_lbl" xml:lang="en-US">Entity Address, Address Line Three</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressCityOrTown" xlink:label="dei_EntityAddressCityOrTown" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressCityOrTown" xlink:to="dei_EntityAddressCityOrTown_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressCityOrTown_lbl" xml:lang="en-US">Entity Address, City or Town</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressStateOrProvince" xlink:label="dei_EntityAddressStateOrProvince" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressStateOrProvince" xlink:to="dei_EntityAddressStateOrProvince_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressStateOrProvince_lbl" xml:lang="en-US">Entity Address, State or Province</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressCountry" xlink:label="dei_EntityAddressCountry" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressCountry" xlink:to="dei_EntityAddressCountry_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressCountry_lbl" xml:lang="en-US">Entity Address, Country</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityAddressPostalZipCode" xlink:label="dei_EntityAddressPostalZipCode" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityAddressPostalZipCode" xlink:to="dei_EntityAddressPostalZipCode_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityAddressPostalZipCode_lbl" xml:lang="en-US">Entity Address, Postal Zip Code</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_CountryRegion" xlink:label="dei_CountryRegion" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CountryRegion" xlink:to="dei_CountryRegion_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CountryRegion_lbl" xml:lang="en-US">Country Region</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_CityAreaCode" xlink:label="dei_CityAreaCode" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_CityAreaCode" xlink:to="dei_CityAreaCode_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_CityAreaCode_lbl" xml:lang="en-US">City Area Code</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_LocalPhoneNumber" xlink:label="dei_LocalPhoneNumber" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_LocalPhoneNumber" xlink:to="dei_LocalPhoneNumber_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_LocalPhoneNumber_lbl" xml:lang="en-US">Local Phone Number</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_Extension" xlink:label="dei_Extension" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Extension" xlink:to="dei_Extension_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Extension_lbl" xml:lang="en-US">Extension</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_WrittenCommunications" xlink:label="dei_WrittenCommunications" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_WrittenCommunications" xlink:to="dei_WrittenCommunications_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_WrittenCommunications_lbl" xml:lang="en-US">Written Communications</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_SolicitingMaterial" xlink:label="dei_SolicitingMaterial" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SolicitingMaterial" xlink:to="dei_SolicitingMaterial_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SolicitingMaterial_lbl" xml:lang="en-US">Soliciting Material</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_PreCommencementTenderOffer" xlink:label="dei_PreCommencementTenderOffer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_PreCommencementTenderOffer" xlink:to="dei_PreCommencementTenderOffer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_PreCommencementTenderOffer_lbl" xml:lang="en-US">Pre-commencement Tender Offer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_PreCommencementIssuerTenderOffer" xlink:label="dei_PreCommencementIssuerTenderOffer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_PreCommencementIssuerTenderOffer" xlink:to="dei_PreCommencementIssuerTenderOffer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_PreCommencementIssuerTenderOffer_lbl" xml:lang="en-US">Pre-commencement Issuer Tender Offer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_Security12bTitle" xlink:label="dei_Security12bTitle" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Security12bTitle" xlink:to="dei_Security12bTitle_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Security12bTitle_lbl" xml:lang="en-US">Title of 12(b) Security</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_NoTradingSymbolFlag" xlink:label="dei_NoTradingSymbolFlag" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_NoTradingSymbolFlag" xlink:to="dei_NoTradingSymbolFlag_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_NoTradingSymbolFlag_lbl" xml:lang="en-US">No Trading Symbol Flag</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_TradingSymbol" xlink:label="dei_TradingSymbol" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_TradingSymbol" xlink:to="dei_TradingSymbol_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_TradingSymbol_lbl" xml:lang="en-US">Trading Symbol</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_SecurityExchangeName" xlink:label="dei_SecurityExchangeName" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SecurityExchangeName" xlink:to="dei_SecurityExchangeName_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SecurityExchangeName_lbl" xml:lang="en-US">Security Exchange Name</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_Security12gTitle" xlink:label="dei_Security12gTitle" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_Security12gTitle" xlink:to="dei_Security12gTitle_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_Security12gTitle_lbl" xml:lang="en-US">Title of 12(g) Security</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_SecurityReportingObligation" xlink:label="dei_SecurityReportingObligation" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_SecurityReportingObligation" xlink:to="dei_SecurityReportingObligation_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_SecurityReportingObligation_lbl" xml:lang="en-US">Security Reporting Obligation</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_AnnualInformationForm" xlink:label="dei_AnnualInformationForm" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AnnualInformationForm" xlink:to="dei_AnnualInformationForm_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AnnualInformationForm_lbl" xml:lang="en-US">Annual Information Form</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_AuditedAnnualFinancialStatements" xlink:label="dei_AuditedAnnualFinancialStatements" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_AuditedAnnualFinancialStatements" xlink:to="dei_AuditedAnnualFinancialStatements_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_AuditedAnnualFinancialStatements_lbl" xml:lang="en-US">Audited Annual Financial Statements</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityWellKnownSeasonedIssuer" xlink:label="dei_EntityWellKnownSeasonedIssuer" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityWellKnownSeasonedIssuer" xlink:to="dei_EntityWellKnownSeasonedIssuer_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityWellKnownSeasonedIssuer_lbl" xml:lang="en-US">Entity Well-known Seasoned Issuer</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityVoluntaryFilers" xlink:label="dei_EntityVoluntaryFilers" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityVoluntaryFilers" xlink:to="dei_EntityVoluntaryFilers_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityVoluntaryFilers_lbl" xml:lang="en-US">Entity Voluntary Filers</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityCurrentReportingStatus" xlink:label="dei_EntityCurrentReportingStatus" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityCurrentReportingStatus" xlink:to="dei_EntityCurrentReportingStatus_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityCurrentReportingStatus_lbl" xml:lang="en-US">Entity Current Reporting Status</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityInteractiveDataCurrent" xlink:label="dei_EntityInteractiveDataCurrent" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityInteractiveDataCurrent" xlink:to="dei_EntityInteractiveDataCurrent_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityInteractiveDataCurrent_lbl" xml:lang="en-US">Entity Interactive Data Current</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityFilerCategory" xlink:label="dei_EntityFilerCategory" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityFilerCategory" xlink:to="dei_EntityFilerCategory_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityFilerCategory_lbl" xml:lang="en-US">Entity Filer Category</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntitySmallBusiness" xlink:label="dei_EntitySmallBusiness" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntitySmallBusiness" xlink:to="dei_EntitySmallBusiness_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntitySmallBusiness_lbl" xml:lang="en-US">Entity Small Business</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.xsd#dei_EntityEmergingGrowthCompany" xlink:label="dei_EntityEmergingGrowthCompany" />
      <link:labelArc xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityEmergingGrowthCompany" xlink:to="dei_EntityEmergingGrowthCompany_lbl" xlink:type="arc" />
      <link:label xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label" xlink:label="dei_EntityEmergingGrowthCompany_lbl" xml:lang="en-US">Entity Emerging Growth Company</link:label>
      <link:loc xlink:type="locator" xlink:href="https://xbrl.sec.gov/dei/2024/dei-2024.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>
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<TYPE>XML
<SEQUENCE>9
<FILENAME>R1.htm
<DESCRIPTION>IDEA: XBRL DOCUMENT
<TEXT>
<html>
<head>
<title></title>
<link rel="stylesheet" type="text/css" href="include/report.css">
<script type="text/javascript" src="Show.js">/* Do Not Remove This Comment */</script><script type="text/javascript">
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<span style="display: none;">v3.24.1</span><table class="report" border="0" cellspacing="2" id="idm140476770480960">
<tr>
<th class="tl" colspan="1" rowspan="1"><div style="width: 200px;"><strong>Cover<br></strong></div></th>
<th class="th"><div>Apr. 01, 2024</div></th>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_CoverAbstract', window );"><strong>Cover [Abstract]</strong></a></td>
<td class="text">&#160;<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentType', window );">Document Type</a></td>
<td class="text">8-K<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_AmendmentFlag', window );">Amendment Flag</a></td>
<td class="text">false<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_DocumentPeriodEndDate', window );">Document Period End Date</a></td>
<td class="text">Apr.  01,  2024<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityFileNumber', window );">Entity File Number</a></td>
<td class="text">001-39227<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityRegistrantName', window );">Entity Registrant Name</a></td>
<td class="text">Duos Technologies Group, Inc.<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityCentralIndexKey', window );">Entity Central Index Key</a></td>
<td class="text">0001396536<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityTaxIdentificationNumber', window );">Entity Tax Identification Number</a></td>
<td class="text">65-0493217<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityIncorporationStateCountryCode', window );">Entity Incorporation, State or Country Code</a></td>
<td class="text">FL<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressAddressLine1', window );">Entity Address, Address Line One</a></td>
<td class="text">7660 Centurion Parkway<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressAddressLine2', window );">Entity Address, Address Line Two</a></td>
<td class="text">Suite 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="Show.showAR( this, 'defref_dei_EntityAddressCityOrTown', window );">Entity Address, City or Town</a></td>
<td class="text">Jacksonville<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressStateOrProvince', window );">Entity Address, State or Province</a></td>
<td class="text">FL<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityAddressPostalZipCode', window );">Entity Address, Postal Zip Code</a></td>
<td class="text">32256<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_CityAreaCode', window );">City Area Code</a></td>
<td class="text">(904)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_LocalPhoneNumber', window );">Local Phone Number</a></td>
<td class="text">296-2807<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_WrittenCommunications', window );">Written Communications</a></td>
<td class="text">false<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_SolicitingMaterial', window );">Soliciting Material</a></td>
<td class="text">false<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_PreCommencementTenderOffer', window );">Pre-commencement Tender Offer</a></td>
<td class="text">false<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_PreCommencementIssuerTenderOffer', window );">Pre-commencement Issuer Tender Offer</a></td>
<td class="text">false<span></span>
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</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_Security12bTitle', window );">Title of 12(b) Security</a></td>
<td class="text">Common Stock (par value $0.001 per share)<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_TradingSymbol', window );">Trading Symbol</a></td>
<td class="text">DUOT<span></span>
</td>
</tr>
<tr class="re">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_SecurityExchangeName', window );">Security Exchange Name</a></td>
<td class="text">NASDAQ<span></span>
</td>
</tr>
<tr class="ro">
<td class="pl" style="border-bottom: 0px;" valign="top"><a class="a" href="javascript:void(0);" onclick="Show.showAR( this, 'defref_dei_EntityEmergingGrowthCompany', window );">Entity Emerging Growth Company</a></td>
<td class="text">false<span></span>
</td>
</tr>
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<div style="display: none;">
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_AmendmentFlag">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the XBRL content amends previously-filed or accepted submission.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_AmendmentFlag</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
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<tr>
<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>
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<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_CityAreaCode">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Area code of city</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_CityAreaCode</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
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<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
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<td><strong> Balance Type:</strong></td>
<td>na</td>
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<td><strong> Period Type:</strong></td>
<td>duration</td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Cover page.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_CoverAbstract</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</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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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>For the EDGAR submission types of Form 8-K: the date of the report, the date of the earliest event reported; for the EDGAR submission types of Form N-1A: the filing date; for all other submission types: the end of the reporting or transition period. The format of the date is YYYY-MM-DD.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentPeriodEndDate</td>
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<td>dei_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:dateItemType</td>
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<td><strong> Balance Type:</strong></td>
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<td><strong> Period Type:</strong></td>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The type of document being provided (such as 10-K, 10-Q, 485BPOS, etc). The document type is limited to the same value as the supporting SEC submission type, or the word 'Other'.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_DocumentType</td>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
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<td><strong> Data Type:</strong></td>
<td>dei:submissionTypeItemType</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>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Address Line 1 such as Attn, Building Name, Street Name</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressAddressLine1</td>
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<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
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<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</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>
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<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Address Line 2 such as Street or Suite number</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressAddressLine2</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressCityOrTown">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the City or Town</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressCityOrTown</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressPostalZipCode">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Code for the postal or zip code</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressPostalZipCode</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityAddressStateOrProvince">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the state or province.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityAddressStateOrProvince</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:stateOrProvinceItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityCentralIndexKey">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>A unique 10-digit SEC-issued value to identify entities that have filed disclosures with the SEC. It is commonly abbreviated as CIK.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityCentralIndexKey</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:centralIndexKeyItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityEmergingGrowthCompany">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Indicate if registrant meets the emerging growth company criteria.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityEmergingGrowthCompany</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:booleanItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityFileNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Commission file number. The field allows up to 17 characters. The prefix may contain 1-3 digits, the sequence number may contain 1-8 digits, the optional suffix may contain 1-4 characters, and the fields are separated with a hyphen.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityFileNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:fileNumberItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityIncorporationStateCountryCode">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Two-character EDGAR code representing the state or country of incorporation.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityIncorporationStateCountryCode</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:edgarStateCountryItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityRegistrantName">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The exact name of the entity filing the report as specified in its charter, which is required by forms filed with the SEC.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityRegistrantName</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_EntityTaxIdentificationNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>The Tax Identification Number (TIN), also known as an Employer Identification Number (EIN), is a unique 9-digit value assigned by the IRS.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b-2<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_EntityTaxIdentificationNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:employerIdItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_LocalPhoneNumber">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Local phone number for entity.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_LocalPhoneNumber</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>xbrli:normalizedStringItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_PreCommencementIssuerTenderOffer">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the Form 8-K filing is intended to satisfy the filing obligation of the registrant as pre-commencement communications pursuant to Rule 13e-4(c) under the Exchange Act.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 13e<br> -Subsection 4c<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_PreCommencementIssuerTenderOffer</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_PreCommencementTenderOffer">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the Form 8-K filing is intended to satisfy the filing obligation of the registrant as pre-commencement communications pursuant to Rule 14d-2(b) under the Exchange Act.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 14d<br> -Subsection 2b<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_PreCommencementTenderOffer</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_Security12bTitle">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Title of a 12(b) registered security.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection b<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_Security12bTitle</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:securityTitleItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_SecurityExchangeName">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Name of the Exchange on which a security is registered.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 12<br> -Subsection d1-1<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_SecurityExchangeName</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:edgarExchangeCodeItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_SolicitingMaterial">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the Form 8-K filing is intended to satisfy the filing obligation of the registrant as soliciting material pursuant to Rule 14a-12 under the Exchange Act.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Exchange Act<br> -Number 240<br> -Section 14a<br> -Subsection 12<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_SolicitingMaterial</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_TradingSymbol">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Trading symbol of an instrument as listed on an exchange.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>No definition available.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_TradingSymbol</td>
</tr>
<tr>
<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
</tr>
<tr>
<td><strong> Data Type:</strong></td>
<td>dei:tradingSymbolItemType</td>
</tr>
<tr>
<td><strong> Balance Type:</strong></td>
<td>na</td>
</tr>
<tr>
<td><strong> Period Type:</strong></td>
<td>duration</td>
</tr>
</table></div>
</div></td></tr>
</table>
<table border="0" cellpadding="0" cellspacing="0" class="authRefData" style="display: none;" id="defref_dei_WrittenCommunications">
<tr><td class="hide"><a style="color: white;" href="javascript:void(0);" onclick="Show.hideAR();">X</a></td></tr>
<tr><td><div class="body" style="padding: 2px;">
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">- Definition</a><div><p>Boolean flag that is true when the Form 8-K filing is intended to satisfy the filing obligation of the registrant as written communications pursuant to Rule 425 under the Securities Act.</p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ References</a><div style="display: none;"><p>Reference 1: http://www.xbrl.org/2003/role/presentationRef<br> -Publisher SEC<br> -Name Securities Act<br> -Number 230<br> -Section 425<br></p></div>
<a href="javascript:void(0);" onclick="Show.toggleNext( this );">+ Details</a><div style="display: none;"><table border="0" cellpadding="0" cellspacing="0">
<tr>
<td><strong> Name:</strong></td>
<td style="white-space:nowrap;">dei_WrittenCommunications</td>
</tr>
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<td style="padding-right: 4px;white-space:nowrap;"><strong> Namespace Prefix:</strong></td>
<td>dei_</td>
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<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>
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</table></div>
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