{"id":5001,"date":"2025-01-28T09:13:52","date_gmt":"2025-01-28T09:13:52","guid":{"rendered":"https:\/\/part11solutions.com\/?page_id=5001"},"modified":"2026-10-17T22:46:46","modified_gmt":"2026-10-17T22:46:46","slug":"ai-validator","status":"publish","type":"page","link":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/ai-validator\/","title":{"rendered":"Validate GenAI &#038; AI Agents"},"content":{"rendered":"<div id=\"pl-5001\"  class=\"panel-layout\" ><div id=\"pg-5001-0\"  class=\"panel-grid panel-has-style\" ><div class=\"inner-page-tab pb-section-light panel-row-style panel-row-style-for-5001-0\" ><div id=\"pgc-5001-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-0-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"0\" ><div class=\"textwidget custom-html-widget\"><h3>Curated testing and credibility assessments for AI.<\/h3>\n<p>You can't put an AI agent into a regulated process without evidence that it works. AIValidator produces that evidence: curated tests, a credibility assessment and a formatted IQ\/OQ protocol report. No AI expertise is required. AIValidator is the industry's first 21 CFR 11 compliant AI lifecycle, validation and data migration suite, built on 30 years of CIMCON validation experience.<\/p><\/div><\/div><\/div><\/div><\/div><div id=\"pg-5001-1\"  class=\"panel-grid panel-has-style\" ><div class=\"inner-page-tab panel-row-style panel-row-style-for-5001-1\" ><div id=\"pgc-5001-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-1-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"1\" ><div class=\"textwidget custom-html-widget\"><div class=\"section-title-icon\">\n\t<span class=\"icon-badge is-green\">\n\t\t<svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 3l7 3v6c0 5-3.5 7.5-7 9-3.5-1.5-7-4-7-9V6l7-3z\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linejoin=\"round\"\/><path d=\"M9 12l2 2 4-4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n\t<\/span>\n\t<h3 class=\"widget-title\">Benefits<\/h3>\n<\/div>\n<div class=\"checklist pb-2col\">\n\t<ul>\n\t\t<li>One curated test suite for AI agents, GenAI, LLMs and models.<\/li>\n\n\t\t<li>Credibility assessments and executed IQ\/OQs generated automatically.<\/li>\n\n\t\t<li>Aligned with the NIST AI Risk Management Framework.<\/li>\n\n\t\t<li>Every AI agent inventoried, with third-party risks scanned.<\/li>\n\n<li>Available as Validation as a Service: CIMCON generates the documents and validation costs fall by up to 60\u201380%.<\/li>\n\t<\/ul>\n\n<\/div>\t<\/div><\/div><\/div><\/div><\/div><div id=\"pg-5001-2\"  class=\"panel-grid panel-has-style\" ><div class=\"inner-page-tab pb-section-light panel-row-style panel-row-style-for-5001-2\" ><div id=\"pgc-5001-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-2-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"2\" ><div class=\"textwidget custom-html-widget\"><div class=\"section-title-icon\">\n\t<span class=\"icon-badge is-blue\">\n<svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><rect x=\"3\" y=\"3\" width=\"7\" height=\"7\" rx=\"1.5\" fill=\"currentColor\"\/><rect x=\"14\" y=\"3\" width=\"7\" height=\"7\" rx=\"1.5\" fill=\"currentColor\"\/><rect x=\"3\" y=\"14\" width=\"7\" height=\"7\" rx=\"1.5\" fill=\"currentColor\"\/><rect x=\"14\" y=\"14\" width=\"7\" height=\"7\" rx=\"1.5\" fill=\"currentColor\"\/><\/svg>\n\t<\/span>\n\t<h3 class=\"widget-title\">Features<\/h3>\n<\/div>\n<div class=\"feature-grid-2col\">\n<div class=\"pb-icon-card\">\n<span class=\"pb-icon-circle is-blue\">\n\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"10\" cy=\"10\" r=\"6\" stroke=\"currentColor\" stroke-width=\"2\"><\/circle><line x1=\"14.5\" y1=\"14.5\" x2=\"20\" y2=\"20\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"><\/line><\/svg>\n\t\t<\/span>\n<h3 class=\"widget-title\">The Evidence You Get<\/h3>\n<p>From test results to a finished protocol.<\/p>\n<ul>\n<li><b>Credibility assessment:<\/b> Generate it automatically from test results.<\/li>\n\n<li><b>IQ\/OQ report:<\/b> Export results to a fully formatted protocol report.<\/li>\n\n<li><b>Interpretability:<\/b> Identify the input features that most influence predictions.<\/li>\n\n<li><b>Validity and reliability:<\/b> Evaluate how trustworthy and robust a model is.<\/li>\n<\/ul>\n<\/div>\n\n<div class=\"pb-icon-card\">\n<span class=\"pb-icon-circle is-green\">\n  <svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <circle cx=\"12\" cy=\"12\" r=\"9\" fill=\"currentColor\"><\/circle>\n    <path d=\"M8 12.5l2.8 2.8L16 9.5\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path>\n  <\/svg>\n<\/span>\n<h3 class=\"widget-title\">What We Test<\/h3>\n<p>A curated suite for AI agents, GenAI, LLMs and models.<\/p>\n<ul>\n<li><b>Prompts:<\/b> Probe models with adversarial prompts.<\/li>\n<li><b>Hallucination:<\/b> Measure the hallucination rate of LLMs trained on a specific dataset.<\/li>\n<li><b>Drift:<\/b> Test for data drift.<\/li>\n<li><b>Fairness:<\/b> Test for bias against groups defined by sensitive attributes such as race, gender or age.<\/li>\n<\/ul>\n<\/div>\n\n\n<div class=\"pb-icon-card\">\n<span class=\"pb-icon-circle is-red\">\n  <svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <rect x=\"5\" y=\"3\" width=\"14\" height=\"18\" rx=\"2\" stroke=\"currentColor\" stroke-width=\"2\"><\/rect>\n    <line x1=\"9\" y1=\"9\" x2=\"15\" y2=\"9\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"><\/line>\n    <line x1=\"9\" y1=\"13\" x2=\"15\" y2=\"13\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"><\/line>\n    <line x1=\"9\" y1=\"17\" x2=\"12\" y2=\"17\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"><\/line>\n  <\/svg>\n<\/span>\n<h3 class=\"widget-title\">GenAI and LLM Risk<\/h3>\n<p>Understand what an LLM says and where it comes from.<\/p>\n<ul>\n<li><b>Source attribution:<\/b> See which structured or unstructured data sources an LLM draws on.<\/li>\n<li><b>LLM risk assessment:<\/b> Find vulnerabilities in LLM-generated responses.<\/li>\n<li><b>Ground truth:<\/b> Check LLM answers against ground truth.<\/li>\n<li><b>Model-agnostic:<\/b> Run the same tests across different models.<\/li>\n<\/ul>\n<\/div>\n\n<div class=\"pb-icon-card\">\n<span class=\"pb-icon-circle is-blue\">\n  <svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <rect x=\"3\" y=\"8\" width=\"18\" height=\"12\" rx=\"2\" stroke=\"currentColor\" stroke-width=\"2\"><\/rect>\n    <path d=\"M9 8V6a2 2 0 0 1 2-2h2a2 2 0 0 1 2 2v2\" stroke=\"currentColor\" stroke-width=\"2\"><\/path>\n    <line x1=\"3\" y1=\"13\" x2=\"21\" y2=\"13\" stroke=\"currentColor\" stroke-width=\"2\"><\/line>\n  <\/svg>\n<\/span>\n<h3 class=\"widget-title\">Inventory and Services<\/h3>\n<p>Know every AI agent you are validating.<\/p>\n<ul>\n<li><b>Inventory:<\/b> Keep an inventory of all AI agents and use cases.<\/li>\n\n<li><b>Discovery:<\/b> Scan for third-party risks, vulnerabilities and code-quality issues.<\/li>\n\n<li><b>Change control:<\/b> Keep audit trails for all records and AI agent outputs.<\/li>\n\n<li><b>Services:<\/b> Get custom LLM and AI model validation, or Validation as a Service.<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-5001-3\"  class=\"panel-grid panel-has-style\" ><div class=\"inner-page-tab panel-row-style panel-row-style-for-5001-3\" ><div id=\"pgc-5001-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-3-0-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"3\" ><div class=\"textwidget custom-html-widget\"><h5>Why CIMCON\u2019s AIValidator<sup>\u00ae<\/sup> Module?<\/h5>\n<p>The use of spreadsheets, models, Access databases, Python, R, SQL, SAS scripts, RPA scripts, and other File tools continues to proliferate rapidly. File errors can lead to business losses, regulatory penalties and reputational damages that can run into hundreds of millions of dollars. File Insight Discovery scans your network to automatically create an inventory of high-risk files, identify errors, and generate an enterprise data lineage map.<\/p>\n<hr>\n<h5>Quickly gain high-level insight into your files with a fast scan<\/h5>\n<p>EUCI Discovery scans networks drives, user drives, and document management systems (SharePoint, Documentum, Box, Office 365, etc.) to give you reports on your file types, age, and size.<\/p>\n<hr>\n<h5>Identify errors &amp; PII\/PCI in files with automated risk assessment<\/h5>\n<p>EUCI Discovery further scans your files for complexity, and whether or not they contain any errors or sensitive information. It can also integrate with data classification applications to report on files that have or have not been tagged.<\/p>\n<hr>\n<h5>Gain visual insight into enterprise data flows &amp; lineage<\/h5>\n<p>Links between files are common but these links are a risk to your business, if they are broken, stale, point to the wrong location, and need updates. EUCI Discovery scans for all links (upstream &amp; downstream) and provides a visualization of linked files. Reports can also identify files with links that will break if migrated to cloud storage.<\/p>\n<hr>\n<h5>File Disposition Service (Add-On Feature)<\/h5>\n<p>After scanning your files, you may want to disposition them as well to get rid of millions , or even billions of files that are outdated and do not require active storage or management. Unneeded files continue to consume valuable I.T. infrastructure, effort and costs in storage, virus protection, backups and performance. EUC Insight offers an optional File Disposition service that performs automated dispositioning of files based on a rule-based engine\/policies that you can define. <a href=\"disposition-service\"><u>For more information, click here.<\/u><\/a><\/p>\n<hr>\n<h5>Link Fixer Service (Add-On Feature)<\/h5>\n<p>When moving files to the Cloud, links to other files and data sources can often break thus invalidating the file outputs. EUC Insight offers an optional Link Fixer Service that can automatically detect these links, and then fix them either before or after migration. <a href=\"linkfixer-for-box\"><u>For more information, click here.<\/u><\/a><\/p>\n<div class=\"pro-fea\">\n<h5>Features<\/h5>\n\t<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/03\/Fast-Scan-1.png\" alt=\"\" >Fast Scan<\/h5>\n<ul>\n<li>Scan millions of files per hour for a high-level overview of your file landscape.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/Analysis.png\" alt=\"\" >Analysis<\/h5>\n<ul>\n<li>Identify files with errors, broken links, and hidden information.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/Automated-Risk-Assessment.png\" alt=\"\" >Automated Risk Assessment<\/h5>\n<ul>\n<li>Configurable risk algorithm based on complexity, materiality and other attributes.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/Policy-Compliance.png\" alt=\"\" >Policy Compliance<\/h5>\n<ul>\n<li>Make policy compliance easier with user-defined fields and a built-in criticality assessment form.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/Enterprise-Lineage-Map.png\" alt=\"\" >Enterprise Lineage Map<\/h5>\n<ul>\n<li>FileLink\u2122 technology visually displays how files are linked to each other &amp; to enterprise databases.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/GDPR-PII.png\" alt=\"\" >GDPR &amp; PII<\/h5>\n<ul>\n<li>Detect credit card or social security numbers and other sensitive information (PCI,PII,PHI).<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/Content-Migration.png\" alt=\"\" >Content Migration<\/h5>\n<ul>\n<li>Before Moving Excel Files to cloud storage, scan them to identify the links that will break and cause errors.<\/li>\n<\/ul>\n<hr>\n<h5><img decoding=\"async\"  class=\"alignnone size-full wp-image-451\" src=\"https:\/\/part11solutions.com\/wp-content\/uploads\/2021\/04\/VBA-Macro-Search.png\" alt=\"\" >VBA\/Macro Search<\/h5>\n<ul>\n<li>Find hard coded passwords and other sensitive keywords in VBA code and macros.<\/li>\n<\/ul>\n<\/div>\n<hr><\/div><\/div><\/div><\/div><\/div><div id=\"pg-5001-4\"  class=\"panel-grid panel-has-style\" ><div class=\"pb-cta-banner panel-row-style panel-row-style-for-5001-4\" ><div id=\"pgc-5001-4-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-4-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child\" data-index=\"4\" ><div class=\"img-blk-bo panel-widget-style panel-widget-style-for-5001-4-0-0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-8b5b6f678277-5001\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-content\/uploads\/2025\/01\/ai_policy_img2.png\" width=\"355\" height=\"270\" srcset=\"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-content\/uploads\/2025\/01\/ai_policy_img2.png 355w, https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-content\/uploads\/2025\/01\/ai_policy_img2-300x228.png 300w\" sizes=\"(max-width: 355px) 100vw, 355px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><\/div><div id=\"pgc-5001-4-1\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-4-1-0\" class=\"widget_text so-panel widget widget_custom_html panel-first-child panel-last-child\" data-index=\"5\" ><div class=\"textwidget custom-html-widget\"><h3>AI Risk Management Framework<\/h3>\n<p>\n\tExplore the realm of Artificial Intelligence (AI) with our AI Risk Management Policy. This concise guide covers the spectrum of AI models, including supervised, unsupervised, and deep learning, and emphasizes making AI trustworthy based on the NIST AI Risk Management Framework.<\/p>\n\n<p>Learn to assess and manage AI Risk, cultivate a culture of risk awareness, and utilize periodic testing with tools like ours. This policy is your essential toolkit for responsible and effective AI utilization in your organization.\n\n<\/p>\n<p><a class=\"webinar-btn\" href=\"request-ai-policy\" rel=\"noopener noreferrer\" target=\"_blank\">Download<\/a><\/p><\/div><\/div><\/div><\/div><\/div><div id=\"pg-5001-5\"  class=\"panel-grid panel-has-style\" ><div class=\"frmHorizontal pb-contact-light panel-row-style panel-row-style-for-5001-5\" ><div id=\"pgc-5001-5-0\"  class=\"panel-grid-cell\" ><div id=\"panel-5001-5-0-0\" class=\"so-panel widget widget_execphp panel-first-child panel-last-child\" data-index=\"6\" ><div class=\"so-rounded panel-widget-style panel-widget-style-for-5001-5-0-0\" ><h3 class=\"widget-title\">Quick Question? Get in Touch.<\/h3>\t\t\t<div class=\"execphpwidget\"><p>\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f5386-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"5386\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/part11solutionnewv2\/wp-json\/wp\/v2\/pages\/5001#wpcf7-f5386-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"5386\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.7\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f5386-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name\" value=\"\" type=\"text\" name=\"name\" \/><\/span><span class=\"wpcf7-form-control-wrap\" data-name=\"business-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email business-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Business Email\" value=\"\" type=\"email\" name=\"business-email\" \/><\/span><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Submit\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Curated testing and credibility assessments for AI. You can&#8217;t put an AI agent into a regulated process without evidence that it works. AIValidator produces that evidence: curated tests, a credibility assessment and a formatted IQ\/OQ protocol report. No AI expertise is required. AIValidator is the industry&#8217;s first 21 CFR 11 compliant AI lifecycle, validation and&hellip;<\/p>\n","protected":false},"author":1,"featured_media":5006,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5001","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/pages\/5001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/comments?post=5001"}],"version-history":[{"count":57,"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/pages\/5001\/revisions"}],"predecessor-version":[{"id":6260,"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/pages\/5001\/revisions\/6260"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/media\/5006"}],"wp:attachment":[{"href":"https:\/\/q1b.894.mytemp.website\/part11solutionnewv2\/wp-json\/wp\/v2\/media?parent=5001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}