{"id":935455,"date":"2026-02-10T07:14:35","date_gmt":"2026-02-10T12:14:35","guid":{"rendered":"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/"},"modified":"2026-02-10T07:14:35","modified_gmt":"2026-02-10T12:14:35","slug":"repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/","title":{"rendered":"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data"},"content":{"rendered":"<p>        <!--body {font:normal small Arial,Helvetica,sans-serif;color:#000;background-color:#fff;padding:24px;margin:0;} a img {border:0;} h3 {font-size:medium;color:#000;margin:0 0 1em 0; text-align:center;}-->  <\/p>\n<p><b>ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data<\/b><\/p>\n<p><i>Breakthrough technology advancement solves the biggest problem in traceability &#8212; an unacceptably high error rate &#8212; ensuring the quality and accuracy of data<\/i><\/p>\n<p>SALT LAKE CITY&#8211;(<a href=\"http:\/\/www.businesswire.com\">BUSINESS WIRE<\/a>)&#8211;<br \/>\nReposiTrak (NYSE: TRAK), the world\u2019s largest food traceability and regulatory compliance network, today announced its <b>patent-pending<\/b> system and methods for automated error detection and context-aware correction of food traceability data, to address average data error rates of 40% in all traceability records.<\/p>\n<p>\nThe patent-pending technology addresses a critical industry problem: traceability and transactional files that technically conform to standards but contain content errors such as missing or incorrect lot codes, inaccurate product identifiers, and inconsistent shipping details\u2014issues that typically require costly and time-consuming manual correction.<\/p>\n<p>\nReposiTrak\u2019s patent-pending system ingests heterogeneous data formats, including EDI, CSV, XLSX, XML, JSON, and API feeds, and normalizes them into a canonical data model. A hybrid engine combining deterministic expert rules and AI-driven inference identifies structural, semantic, and contextual anomalies. The system then generates, ranks, and applies candidate corrections using historical records and cross-document correlation, with confidence scoring to determine whether corrections are applied automatically or routed for human review. All actions are recorded with a complete audit trail to support regulatory compliance.<\/p>\n<p>\n\u201cThis patent-pending technology reflects years of hands-on experience operating traceability networks at scale,\u201d said Randy Fields, Chairman &amp; CEO of ReposiTrak. \u201cOther systems don\u2019t even see these errors, knowing how to find them requires the kind of detection mechanism we\u2019ve built from the ground up. By automating both error detection and correction, we reduce manual effort while improving the accuracy, completeness, and auditability of traceability data across the supply chain. Without an error detection\/correction method, data shared via EDI or other common protocols will be riddled with errors, making them unreliable for traceability.\u201d<\/p>\n<p>\nThe patent-pending invention supports supplier-specific behavioral models, configurable confidence thresholds, continuous learning from human adjudication, and explainable correction logic, reliable, touchless traceability with dirty data in and clean data out.<\/p>\n<p><strong>About ReposiTrak<\/strong><\/p>\n<p>\nReposiTrak (NYSE:TRAK) provides retailers, distributors, suppliers, food manufacturers, and wholesalers with an integrated suite of solutions to reduce risk, maintain regulatory compliance, strengthen operational controls, and increase sales through enhanced brand protection. ReposiTrak\u2019s cloud-based platform spans three product families\u2014food traceability, compliance and risk management, and supply chain solutions\u2014and is supported by an unparalleled team of industry experts. For more information, visit <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Frepositrak.com%2F&amp;esheet=54421164&amp;newsitemid=20260210607869&amp;lan=en-US&amp;anchor=repositrak.com&amp;index=1&amp;md5=575de778f902e395c497a908cb1fd979\">repositrak.com<\/a>.<\/p>\n<p><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20260210607869r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" style=\"width:0;height:0\" \/><span class=\"bwct31415\" \/><\/p>\n<p id=\"mmgallerylink\"><span id=\"mmgallerylink-phrase\">View source version on businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20260210607869\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20260210607869\/en\/<\/a><\/span><\/p>\n<p><strong>Investor Relations Contact:<br \/>\n<\/strong><br \/>John Merrill | Chief Financial Officer | <a rel=\"nofollow\" href=\"mailto:Investor-relations@parkcitygroup.com\">Investor-relations@repositrak.com<br \/>\n<\/a><br \/>Or<br \/>\n<br \/>Rob Fink | FNK IR | +1 646.809.4048 | <a rel=\"nofollow\" href=\"mailto:rob@fnkir.com\">rob@fnkir.com<\/a><\/p>\n<p><strong>ReposiTrak Company Contact<br \/>\n<\/strong><br \/>Derek Hannum | Chief Customer Officer | +1 435.645.2230 | <a rel=\"nofollow\" href=\"mailto:dhannum@repositrak.com\">dhannum@repositrak.com<\/a><\/p>\n<p><strong>Media Contact | ReposiTrak<br \/>\n<\/strong><br \/>Ronald Margulis | RAM Communications | +1 908.272.3930 | <a rel=\"nofollow\" href=\"mailto:ron@rampr.com\">ron@rampr.com<\/a><\/p>\n<p><b>KEYWORDS:<\/b> Utah United States North America<\/p>\n<p><b>INDUSTRY KEYWORDS:<\/b> Technology Packaging Retail Food Tech Manufacturing Supply Chain Management Restaurant\/Bar Convenience Store Transport Software Supermarket Data Management Logistics\/Supply Chain Management Food\/Beverage<\/p>\n<p><b>MEDIA:<\/b><\/p>\n<table cellpadding=\"3\" cellspacing=\"3\">\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Logo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20260210607869\/en\/2615757\/3\/ReposiTrak_High_Res_Logo.jpg\" alt=\"Logo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><\/font><\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data Breakthrough technology advancement solves the biggest problem in traceability &#8212; an unacceptably high error rate &#8212; ensuring the quality and accuracy of data SALT LAKE CITY&#8211;(BUSINESS WIRE)&#8211; ReposiTrak (NYSE: TRAK), the world\u2019s largest food traceability and regulatory compliance network, today announced its patent-pending system and methods for automated error detection and context-aware correction of food traceability data, to address average data error rates of 40% in all traceability records. The patent-pending technology addresses a critical industry problem: traceability and transactional files that technically conform to standards but contain content errors such as missing or incorrect lot codes, inaccurate product identifiers, and inconsistent shipping details\u2014issues &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-935455","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data - Market Newsdesk<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data Breakthrough technology advancement solves the biggest problem in traceability &#8212; an unacceptably high error rate &#8212; ensuring the quality and accuracy of data SALT LAKE CITY&#8211;(BUSINESS WIRE)&#8211; ReposiTrak (NYSE: TRAK), the world\u2019s largest food traceability and regulatory compliance network, today announced its patent-pending system and methods for automated error detection and context-aware correction of food traceability data, to address average data error rates of 40% in all traceability records. The patent-pending technology addresses a critical industry problem: traceability and transactional files that technically conform to standards but contain content errors such as missing or incorrect lot codes, inaccurate product identifiers, and inconsistent shipping details\u2014issues &hellip; Continue reading &quot;ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Market Newsdesk\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-10T12:14:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20260210607869r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" \/>\n<meta name=\"author\" content=\"Newsdesk\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Newsdesk\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/\"},\"author\":{\"name\":\"Newsdesk\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/#\\\/schema\\\/person\\\/482f27a394d4fda80ecb5499e519d979\"},\"headline\":\"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data\",\"datePublished\":\"2026-02-10T12:14:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/\"},\"wordCount\":513,\"image\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cts.businesswire.com\\\/ct\\\/CT?id=bwnews&amp;sty=20260210607869r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/\",\"url\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\\\/\",\"name\":\"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data - 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Market Newsdesk","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.marketnewsdesk.com\/index.php\/repositrak-announces-patent-pending-touchless-error-correction-technology-for-automated-error-detection-and-correction-of-traceability-data\/","og_locale":"en_US","og_type":"article","og_title":"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data - Market Newsdesk","og_description":"ReposiTrak Announces Patent-Pending Touchless Error Correction Technology for Automated Error Detection and Correction of Traceability Data Breakthrough technology advancement solves the biggest problem in traceability &#8212; an unacceptably high error rate &#8212; ensuring the quality and accuracy of data SALT LAKE CITY&#8211;(BUSINESS WIRE)&#8211; ReposiTrak (NYSE: TRAK), the world\u2019s largest food traceability and regulatory compliance network, today announced its patent-pending system and methods for automated error detection and context-aware correction of food traceability data, to address average data error rates of 40% in all traceability records. 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