{"id":332,"date":"2026-08-12T08:17:15","date_gmt":"2026-08-12T06:17:15","guid":{"rendered":"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/?page_id=332"},"modified":"2026-10-05T14:34:00","modified_gmt":"2026-10-05T12:34:00","slug":"public-administration","status":"publish","type":"page","link":"https:\/\/poliversum.org.pl\/en\/public-administration\/","title":{"rendered":"AI Validation for Public Administration (GOV)"},"content":{"rendered":"\n<section class=\"alignfull px-band px-hero px-hero-s px-dark\"><canvas class=\"px-net\" aria-hidden=\"true\"><\/canvas><div class=\"px-wrap\"><div class=\"px-hero-grid\"><div class=\"px-rv\"><nav class=\"px-crumbs\" aria-label=\"Breadcrumb\"><a href=\"\/en\/\">Home<\/a><span aria-hidden=\"true\">\/<\/span><a href=\"\/#dla-kogo\">Who we serve<\/a><span aria-hidden=\"true\">\/<\/span><span aria-current=\"page\">Public administration<\/span><\/nav><span class=\"px-kicker\">Public sector \u00b7 GOV<\/span><h1 style=\"margin-top:16px\">Safe AI deployment in&nbsp;public administration<\/h1><p class=\"px-lead\">We support administrative authorities, regulatory agencies and public finance sector bodies in deploying AI systems responsibly and lawfully \u2013 in forms adapted to public procurement, inspection procedures and state audit standards.<\/p><div class=\"px-btns\"><a class=\"px-btn px-btn-primary\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/about-us\/#kontakt\">Request a briefing and RFI pack<svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><a class=\"px-btn px-btn-ghost\" href=\"#zakres\">Scope of services<svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><\/div><div class=\"px-chips\"><span class=\"px-chip\"><i><\/i>Compliant with the Public Procurement Law (PZP)<\/span><span class=\"px-chip\">RFI \/ RFP \/ ToR templates<\/span><span class=\"px-chip\">NDA before kick-off<\/span><\/div><\/div><div class=\"px-rv px-r\"><div class=\"px-hero-fig\"><img src=\"\/wp-content\/uploads\/2026\/10\/poliversum-walidacja-ai-administracja-publiczna.webp\" alt=\"Illustration: a public administration office connected to a verification panel and evidence documentation\" width=\"1024\" height=\"1024\" loading=\"eager\" fetchpriority=\"high\" decoding=\"async\"><div class=\"px-float\"><svg fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.6\" stroke-linecap=\"round\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M5 12l5 5 9-10\"\/><\/svg>Evidence Pack for inspections<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec px-paper\" id=\"zakres\"><div class=\"px-wrap\"><div class=\"px-head px-rv\"><span class=\"px-kicker\">Scope of services<\/span><h2 id=\"zakres-h\">What we do for public administration<\/h2><p class=\"px-lead\">Six modules from which a project is built \u2013 in full or in part, exactly to the scope the contracting authority needs.<\/p><\/div><div class=\"px-g3\"><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M9 4L3 6v14l6-2 6 2 6-2V4l-6 2z\"\/><path d=\"M9 4v14M15 6v14\"\/><\/svg><\/span><h3>Program Design<\/h3><p>Designing AI deployment frameworks compliant with national and EU regulation: policies, procedures and system acceptance criteria.<\/p><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M12 3l7 3v5c0 4.6-3 8.5-7 10-4-1.5-7-5.4-7-10V6z\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg><\/span><h3>Operational Assurance<\/h3><p>Independent verification of operational readiness before production deployment. Integration testing and assessment of failure scenarios.<\/p><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M12 7v6M12 16.5v.5\"\/><\/svg><\/span><h3>Risk assessment<\/h3><p>Analysis of systemic and operational risks in line with AI Act requirements (Annex III) and sector regulatory standards.<\/p><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M3 21h18M5 18V9M19 18V9M9 18V9M15 18V9M12 3l9 5H3z\"\/><\/svg><\/span><h3>Vendor Assurance<\/h3><p>Assessment of AI vendors in tenders and procurement procedures. Verification of declarations of conformity and technical documentation.<\/p><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M2 9l10-5 10 5-10 5z\"\/><path d=\"M6 11v5c3 2.5 9 2.5 12 0v-5M22 9v6\"\/><\/svg><\/span><h3>AI Literacy training<\/h3><p>Programs for senior management and public administration staff \u2013 competences for oversight and responsible use of AI.<\/p><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M10 14a4.5 4.5 0 0 0 6.4 0l3-3a4.5 4.5 0 0 0-6.4-6.4l-1 1\"\/><path d=\"M14 10a4.5 4.5 0 0 0-6.4 0l-3 3a4.5 4.5 0 0 0 6.4 6.4l1-1\"\/><\/svg><\/span><h3>Interoperability<\/h3><p>Common standards for data, evidence and procedures across institutions \u2013 from regulatory sandboxes to procurement templates.<\/p><a class=\"px-link\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/state-interoperability\/\">State interoperability<svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><\/article><\/div><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec px-mist\"><div class=\"px-wrap\"><div class=\"px-head px-rv\"><span class=\"px-kicker\">Artefacts<\/span><h2>What the contracting authority receives<\/h2><p class=\"px-lead\">Every engagement concludes with documentation that can be presented to an inspection body \u2013 describing the method, scope of testing, results and limitations.<\/p><\/div><div class=\"px-g2\"><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M7 3h7l5 5v13H7z\"\/><path d=\"M14 3v5h5M10 12h6M10 16h6\"\/><\/svg><\/span><h3>Evidence documentation<\/h3><p>A complete set of artefacts that stays with the contracting authority.<\/p><ul class=\"px-list\"><li>AI system validation report (executive and technical)<\/li><li>Risk matrix with residual risk assessment<\/li><li>Test protocols and verification logs<\/li><li>Statement of compliance with AI Act requirements<\/li><li>Evidence Pack ready for inspection by NIK (Supreme Audit Office) \/ UOKiK<\/li><\/ul><\/article><article class=\"px-card px-rv \"><span class=\"px-ico\" aria-hidden=\"true\"><svg viewBox=\"0 0 24 24\"><path d=\"M4 20V4M4 20h16\"\/><path d=\"M8 16l3-4 3 2 5-7\"\/><\/svg><\/span><h3>Quality indicators<\/h3><p>Metrics that show the validation has been successful.<\/p><ul class=\"px-list\"><li>Test coverage \u2013 minimum thresholds per risk class<\/li><li>Documentation compliance level (%)<\/li><li>Delivery time: 2\u201312 weeks depending on scope<\/li><li>Auditability \u2013 a complete decision trail<\/li><li>SLA for reports and responses to RFI questions<\/li><\/ul><\/article><\/div><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec px-paper\"><div class=\"px-wrap\"><div class=\"px-head px-center px-rv\"><span class=\"px-kicker\">Process<\/span><h2>From briefing to evidence pack<\/h2><\/div><div class=\"px-steps\" style=\"--n:4\"><div class=\"px-steps-line\" aria-hidden=\"true\"><i><\/i><\/div><div class=\"px-step\"><div class=\"px-step-dot\"><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\"><circle cx=\"9\" cy=\"8\" r=\"3.5\"\/><path d=\"M2.5 20c.6-3.6 3.2-5.5 6.5-5.5s5.9 1.9 6.5 5.5\"\/><circle cx=\"17\" cy=\"9\" r=\"2.5\"\/><path d=\"M16 14.6c2.8.2 4.8 2 5.3 5.4\"\/><\/svg><\/div><div><span class=\"px-step-n\">Step 1<\/span><h3>Briefing<\/h3><p>45 minutes: scope, risks, timeline<\/p><\/div><\/div><div class=\"px-step\"><div class=\"px-step-dot\"><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M7 3h7l5 5v13H7z\"\/><path d=\"M14 3v5h5M10 12h6M10 16h6\"\/><\/svg><\/div><div><span class=\"px-step-n\">Step 2<\/span><h3>RFI \/ ToR<\/h3><p>Procurement document templates<\/p><\/div><\/div><div class=\"px-step\"><div class=\"px-step-dot\"><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M9 3h6M10 3v6l-5 9a2 2 0 0 0 1.8 3h10.4a2 2 0 0 0 1.8-3l-5-9V3\"\/><path d=\"M7.5 15h9\"\/><\/svg><\/div><div><span class=\"px-step-n\">Step 3<\/span><h3>Validation<\/h3><p>Testing, data, processes, oversight<\/p><\/div><\/div><div class=\"px-step\"><div class=\"px-step-dot\"><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M4 7l8-4 8 4v10l-8 4-8-4z\"\/><path d=\"M4 7l8 4 8-4M12 11v10\"\/><\/svg><\/div><div><span class=\"px-step-n\">Step 4<\/span><h3>Evidence Pack<\/h3><p>Report and complete set of evidence<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec px-mist\"><div class=\"px-wrap\"><div class=\"px-head px-rv\"><span class=\"px-kicker\">FAQ<\/span><h2>Public procurement and AI validation<\/h2><\/div><div class=\"px-faq\"><details class=\"px-rv\"><summary>Are POLIVERSUM services compliant with the Public Procurement Law?<\/summary><div class=\"px-ans\"><p>Yes. We provide our services in forms compatible with the Polish Public Procurement Law. We maintain standard RFI\/RFP documentation and Terms of Reference (OPZ) templates.<\/p><\/div><\/details><details class=\"px-rv\"><summary>How is confidentiality ensured?<\/summary><div class=\"px-ans\"><p>Every engagement is preceded by the signing of an NDA. We process data and documentation exclusively on infrastructure compliant with the GDPR and national cybersecurity requirements.<\/p><\/div><\/details><details class=\"px-rv\"><summary>What are the measurable outcomes of the engagement?<\/summary><div class=\"px-ans\"><p>Every project concludes with a report with defined indicators: compliance level, risks identified and addressed, and audit readiness. The results are verifiable and documented.<\/p><\/div><\/details><details class=\"px-rv\"><summary>Does POLIVERSUM issue certificates?<\/summary><div class=\"px-ans\"><p>No. POLIVERSUM is neither a supervisory authority nor a certification body. We provide independent validation and evidence documentation \u2013 regulatory decisions remain with the competent authorities.<\/p><\/div><\/details><\/div><script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"mainEntity\": [{\"@type\": \"Question\", \"name\": \"Are POLIVERSUM services compliant with the Public Procurement Law?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Yes. We provide our services in forms compatible with the Polish Public Procurement Law. We maintain standard RFI\/RFP documentation and Terms of Reference (OPZ) templates.\"}}, {\"@type\": \"Question\", \"name\": \"How is confidentiality ensured?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Every engagement is preceded by the signing of an NDA. We process data and documentation exclusively on infrastructure compliant with the GDPR and national cybersecurity requirements.\"}}, {\"@type\": \"Question\", \"name\": \"What are the measurable outcomes of the engagement?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"Every project concludes with a report with defined indicators: compliance level, risks identified and addressed, and audit readiness. The results are verifiable and documented.\"}}, {\"@type\": \"Question\", \"name\": \"Does POLIVERSUM issue certificates?\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"No. POLIVERSUM is neither a supervisory authority nor a certification body. We provide independent validation and evidence documentation \u2013 regulatory decisions remain with the competent authorities.\"}}]}<\/script><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec-s px-paper\"><div class=\"px-wrap\"><div class=\"px-cta px-rv px-z\"><div><h2>Planning to deploy or procure an AI system?<\/h2><p>Start with a 45-minute briefing. We will agree the validation scope, the list of evidence required for inspection and the work schedule.<\/p><\/div><div class=\"px-btns\"><a class=\"px-btn px-btn-primary\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/about-us\/#kontakt\">Request a briefing<svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><a class=\"px-btn px-btn-ghost\" href=\"mailto:info@poliversum.org.pl?subject=Pakiet%20RFI%20%E2%80%93%20walidacja%20AI\">Request the RFI pack<\/a><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"alignfull px-band px-sec-s px-mist\"><div class=\"px-wrap\"><div class=\"px-head px-rv\" style=\"margin-bottom:24px\"><span class=\"px-kicker\">Navigation<\/span><h2 style=\"font-size:24px\">Related sections<\/h2><\/div><div class=\"px-related\"><a class=\"px-rel px-rv\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/services\/\"><span>Services and methodology<small>Catalogue and validation cycle<\/small><\/span><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><a class=\"px-rel px-rv\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/state-interoperability\/\"><span>State interoperability<small>Four layers<\/small><\/span><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><a class=\"px-rel px-rv\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/sandboxplus-report\/\"><span>SandboxPlus Report<small>Regulatory sandboxes<\/small><\/span><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><a class=\"px-rel px-rv\" href=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/en\/publications\/\"><span>Publications<small>Reports and analyses<\/small><\/span><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/a><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Home\/Who we serve\/Public administration Public sector \u00b7 GOV Safe AI deployment in&nbsp;public administration We support administrative authorities, regulatory agencies and public finance sector bodies in deploying AI systems responsibly and lawfully \u2013 in forms adapted to public procurement, inspection procedures and state audit standards. Request a briefing and RFI packScope of services Compliant with the [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"nf_dc_page":"","footnotes":""},"class_list":["post-332","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Validation for Public Administration (GOV) | POLIVERSUM<\/title>\n<meta name=\"description\" content=\"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/poliversum.org.pl\/en\/public-administration\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Validation for Public Administration (GOV) | POLIVERSUM\" \/>\n<meta property=\"og:description\" content=\"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/poliversum.org.pl\/en\/public-administration\/\" \/>\n<meta property=\"og:site_name\" content=\"POLIVERSUM\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-05T12:34:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/wp-content\/uploads\/2026\/10\/poliversum-walidacja-ai-administracja-publiczna.webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/public-administration\\\/\",\"url\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/public-administration\\\/\",\"name\":\"AI Validation for Public Administration (GOV) | POLIVERSUM\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#website\"},\"datePublished\":\"2026-08-12T06:17:15+00:00\",\"dateModified\":\"2026-10-05T12:34:00+00:00\",\"description\":\"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/public-administration\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/public-administration\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/public-administration\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Validation for Public Administration (GOV)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/\",\"name\":\"POLIVERSUM\",\"description\":\"AI Assurance &amp; Operational Validation\",\"publisher\":{\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#organization\",\"name\":\"POLIVERSUM\",\"url\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/poliversum.org.pl\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/poliversum_header_logo_RK.png\",\"contentUrl\":\"https:\\\/\\\/poliversum.org.pl\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/poliversum_header_logo_RK.png\",\"width\":500,\"height\":70,\"caption\":\"POLIVERSUM\"},\"image\":{\"@id\":\"https:\\\/\\\/poliversum.org.pl\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Validation for Public Administration (GOV) | POLIVERSUM","description":"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.","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:\/\/poliversum.org.pl\/en\/public-administration\/","og_locale":"en_US","og_type":"article","og_title":"AI Validation for Public Administration (GOV) | POLIVERSUM","og_description":"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.","og_url":"https:\/\/poliversum.org.pl\/en\/public-administration\/","og_site_name":"POLIVERSUM","article_modified_time":"2026-10-05T12:34:00+00:00","og_image":[{"url":"https:\/\/website-9052df93.ogh.wrc.mybluehost.me\/wp-content\/uploads\/2026\/10\/poliversum-walidacja-ai-administracja-publiczna.webp","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/poliversum.org.pl\/en\/public-administration\/","url":"https:\/\/poliversum.org.pl\/en\/public-administration\/","name":"AI Validation for Public Administration (GOV) | POLIVERSUM","isPartOf":{"@id":"https:\/\/poliversum.org.pl\/en\/#website"},"datePublished":"2026-08-12T06:17:15+00:00","dateModified":"2026-10-05T12:34:00+00:00","description":"Safe AI deployment in public administration: Program Design, risk assessment, Vendor Assurance in tenders and an inspection-ready Evidence Pack. Procurement-compliant.","breadcrumb":{"@id":"https:\/\/poliversum.org.pl\/en\/public-administration\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/poliversum.org.pl\/en\/public-administration\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/poliversum.org.pl\/en\/public-administration\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/poliversum.org.pl\/en\/"},{"@type":"ListItem","position":2,"name":"AI Validation for Public Administration (GOV)"}]},{"@type":"WebSite","@id":"https:\/\/poliversum.org.pl\/en\/#website","url":"https:\/\/poliversum.org.pl\/en\/","name":"POLIVERSUM","description":"AI Assurance &amp; Operational Validation","publisher":{"@id":"https:\/\/poliversum.org.pl\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/poliversum.org.pl\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/poliversum.org.pl\/en\/#organization","name":"POLIVERSUM","url":"https:\/\/poliversum.org.pl\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/poliversum.org.pl\/en\/#\/schema\/logo\/image\/","url":"https:\/\/poliversum.org.pl\/wp-content\/uploads\/2026\/08\/poliversum_header_logo_RK.png","contentUrl":"https:\/\/poliversum.org.pl\/wp-content\/uploads\/2026\/08\/poliversum_header_logo_RK.png","width":500,"height":70,"caption":"POLIVERSUM"},"image":{"@id":"https:\/\/poliversum.org.pl\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/pages\/332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/comments?post=332"}],"version-history":[{"count":5,"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/pages\/332\/revisions"}],"predecessor-version":[{"id":399,"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/pages\/332\/revisions\/399"}],"wp:attachment":[{"href":"https:\/\/poliversum.org.pl\/en\/wp-json\/wp\/v2\/media?parent=332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}