{"product_id":"guida-ai-gmp-annex-22-readiness","title":"Operational Guide to Artificial Intelligence in GMP Environments — Annex 22 Readiness","description":"\u003cdiv\u003e\u003cdiv style=\"background:#14243a;border-radius:12px;padding:28px 24px;color:#ffffff;margin:0 0 22px\"\u003e\u003cp style=\"margin:0 0 12px\"\u003e\u003cspan style=\"background:#c9a227;color:#14243a;font-weight:700;font-size:12px;letter-spacing:1px;padding:4px 12px;border-radius:999px;text-transform:uppercase\"\u003eFirst Edition — August 2026\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0 0 10px;font-size:25px;line-height:1.25;font-weight:700;color:#ffffff\"\u003eAI is already inside your GMP processes. Govern it before an inspector asks.\u003c\/p\u003e\u003cp style=\"margin:0 0 14px;color:#d7dfeb;font-size:15px\"\u003eThe first operational guide with a toolkit on Artificial Intelligence in GMP environments: how to inventory, classify, validate and keep AI\/ML components under control today — under the current Annex 11 — and how to prepare for the new \u003cstrong style=\"color:#ffffff\"\u003eAnnex 22\u003c\/strong\u003e without chasing the draft. Official sources verified on 17 August 2026.\u003c\/p\u003e\u003cp style=\"margin:0\"\u003e\u003cspan style=\"display:inline-block;background:#22344e;color:#e8edf5;font-size:12px;padding:4px 10px;border-radius:6px;margin:0 6px 6px 0\"\u003e13 chapters + 3 appendices\u003c\/span\u003e\u003cspan style=\"display:inline-block;background:#22344e;color:#e8edf5;font-size:12px;padding:4px 10px;border-radius:6px;margin:0 6px 6px 0\"\u003e6 editable tools\u003c\/span\u003e\u003cspan style=\"display:inline-block;background:#22344e;color:#e8edf5;font-size:12px;padding:4px 10px;border-radius:6px;margin:0 6px 6px 0\"\u003eIT + EN\u003c\/span\u003e\u003cspan style=\"display:inline-block;background:#22344e;color:#e8edf5;font-size:12px;padding:4px 10px;border-radius:6px;margin:0 6px 6px 0\"\u003e3 case studies\u003c\/span\u003e\u003cspan style=\"display:inline-block;background:#22344e;color:#e8edf5;font-size:12px;padding:4px 10px;border-radius:6px;margin:0 6px 6px 0\"\u003eLifetime updates\u003c\/span\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"display:flex;flex-wrap:wrap;gap:12px;margin:0 0 26px\"\u003e\u003cdiv style=\"flex:1 1 200px;background:#f6f8fb;border:1px solid #e3e9f2;border-radius:10px;padding:16px\"\u003e\u003cp style=\"margin:0;font-size:26px\"\u003e🧠\u003c\/p\u003e\u003cp style=\"margin:6px 0 4px;font-weight:700\"\u003eThe complete framework\u003c\/p\u003e\u003cp style=\"margin:0;font-size:13px;color:#44506a\"\u003eFrom the inventory of AI\/ML components to drift monitoring in operation: classification decision tree, intended use, acceptance criteria, test data independency, explainability, suppliers.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 200px;background:#f6f8fb;border:1px solid #e3e9f2;border-radius:10px;padding:16px\"\u003e\u003cp style=\"margin:0;font-size:26px\"\u003e🧰\u003c\/p\u003e\u003cp style=\"margin:6px 0 4px;font-weight:700\"\u003eThe operational toolkit\u003c\/p\u003e\u003cp style=\"margin:0;font-size:13px;color:#44506a\"\u003e3 Excel workbooks with formulas (the calculated decision tree, the gap assessment pre-populated on the draft, the metrics matrix with PASS\/FAIL) + 3 Word templates with worked examples.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 200px;background:#f6f8fb;border:1px solid #e3e9f2;border-radius:10px;padding:16px\"\u003e\u003cp style=\"margin:0;font-size:26px\"\u003e🔁\u003c\/p\u003e\u003cp style=\"margin:6px 0 4px;font-weight:700\"\u003eLifetime updates\u003c\/p\u003e\u003cp style=\"margin:0;font-size:13px;color:#44506a\"\u003eWhen the final Annex 22 is published, you automatically receive the updated revision by email. Buy once, stay aligned.\u003c\/p\u003e\u003c\/div\u003e\u003c\/div\u003e\u003ch3 style=\"font-size:21px;margin:0 0 6px\"\u003eThe toolkit: 6 ready-to-use tools, included in the price\u003c\/h3\u003e\u003cp style=\"margin:0 0 14px;color:#44506a\"\u003eNot empty shells: every file contains instructions, worked examples consistent with the guide's chapters, formulas and dashboards.\u003c\/p\u003e\u003cdiv style=\"display:flex;flex-wrap:wrap;gap:10px;margin:0 0 26px\"\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #1d6f42;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#1d6f42;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eEXCEL\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eAI System Inventory \u0026amp; Applicability\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003eInventory your AI\/ML components: the decision tree in formulas returns the classification outcome (A\/B\/C\/D) for each system, with a dashboard.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #1d6f42;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#1d6f42;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eEXCEL\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eAnnex 22 Readiness \u0026amp; Gap Assessment\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003e30 expectations pre-populated from the draft's 10 chapters, with gaps, risk, actions and a progress dashboard. A picture of your readiness in one day.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #1d6f42;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#1d6f42;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eEXCEL\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eAI Risk \u0026amp; Acceptance Criteria Matrix\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003eFrom the harm of a false negative to the right metric: thresholds, baseline, subgroups, formula-driven PASS\/FAIL and a confusion matrix helper.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #185abd;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#185abd;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eWORD\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eIntended Use \u0026amp; AI System Description\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003eThe founding document of every GMP AI system: input space, limits, subgroups, the role of the human — with a worked visual inspection example.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #185abd;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#185abd;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eWORD\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eAI Test Plan Template\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003eDataset, representativeness, independency with an anti-leakage checklist, execution protocol, explainability and confidence, iteration management.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv style=\"flex:1 1 230px;background:#ffffff;border:1px solid #e3e9f2;border-left:4px solid #185abd;border-radius:8px;padding:12px 14px\"\u003e\u003cp style=\"margin:0 0 4px\"\u003e\u003cspan style=\"background:#185abd;color:#fff;font-size:10px;font-weight:700;padding:2px 8px;border-radius:4px\"\u003eWORD\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"margin:0;font-weight:700;font-size:14px\"\u003eAI Supplier Assessment Questionnaire\u003c\/p\u003e\u003cp style=\"margin:3px 0 0;font-size:12.5px;color:#44506a\"\u003e46 questions in 8 sections for the vendor selling (or switching on) your AI: training data, versioning, metrics, use of your data, audit support.\u003c\/p\u003e\u003c\/div\u003e\u003c\/div\u003e\u003ch3 style=\"font-size:19px;margin:0 0 10px\"\u003eYou will use it tomorrow morning\u003c\/h3\u003e\u003ctable style=\"width:100%;border-collapse:collapse;margin:0 0 26px;font-size:13.5px\"\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px;background:#f6f8fb;font-weight:600;width:55%\"\u003e\"Do we have AI in our systems?\" — nobody can answer\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px\"\u003eAI System Inventory + the Chapter 4 decision tree\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px;background:#f6f8fb;font-weight:600\"\u003eA new vision\/ML system to validate\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px\"\u003eIntended Use + Risk \u0026amp; Acceptance Matrix + AI Test Plan (Chs. 5–8)\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px;background:#f6f8fb;font-weight:600\"\u003eYour vendor announces an AI feature in the next upgrade\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px\"\u003eAI Supplier Questionnaire + Ch. 10\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px;background:#f6f8fb;font-weight:600\"\u003eThe team wants an LLM assistant on SOPs\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px\"\u003eOutcome C classification + case study CS3 + human-in-the-loop\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px;background:#f6f8fb;font-weight:600\"\u003eUnderstanding how far you are from the draft Annex 22\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:9px 12px\"\u003eCh. 11 (6-step method) + Readiness Gap Assessment + roadmap\u003c\/td\u003e\u003c\/tr\u003e\u003c\/tbody\u003e\u003c\/table\u003e\u003cdiv style=\"background:#fdf6e3;border-left:4px solid #c9a227;border-radius:6px;padding:14px 16px;margin:0 0 26px\"\u003e\u003cp style=\"margin:0 0 6px;font-weight:700\"\u003eRigour, not hype: a draft is a draft\u003c\/p\u003e\u003cp style=\"margin:0;font-size:13.5px;color:#44506a\"\u003eAnnex 22 was released for consultation on 7 July 2025; the consultation closed in October 2025 and no final text has been published (the exclusions on dynamic, probabilistic and generative AI are under review after the EMA workshop of June–July 2026). This guide labels every statement — \u003cstrong\u003eCURRENT\u003c\/strong\u003e, \u003cstrong\u003eDRAFT\u003c\/strong\u003e, \u003cstrong\u003eEXPECTED DIRECTION\u003c\/strong\u003e, \u003cstrong\u003eBEST PRACTICE\u003c\/strong\u003e — and uses the draft for readiness only: today's compliance baseline remains Annex 11, and the guide shows you how to apply it to AI systems now.\u003c\/p\u003e\u003c\/div\u003e\u003ch3 style=\"font-size:19px;margin:0 0 8px\"\u003eInside the guide\u003c\/h3\u003e\u003cul style=\"margin:0 0 20px;padding-left:20px;font-size:14px;color:#2a3550\"\u003e\u003cli\u003e\u003cstrong\u003eFramework and principles:\u003c\/strong\u003e AI in GMP processes without the hype (vision, EM trending, predictive maintenance, LLMs), the exact regulatory status as of 17 August 2026, roles and RACI — including the data scientist as a role to govern\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eThe operational framework:\u003c\/strong\u003e classification decision tree (static\/dynamic, deterministic\/probabilistic, critical\/non-critical), verifiable intended use, metrics and acceptance criteria with the confusion matrix explained on real numbers, test data independency and anti-leakage, explainability and confidence, drift monitoring and retraining as change control, purchased AI and suppliers\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eReadiness in practice:\u003c\/strong\u003e Annex 22 readiness assessment in 6 steps with a worked example and roadmap, 3 full case studies (visual inspection, EM anomaly detection, LLM assistant), \"What an Inspector May Ask — AI edition\" across 8 areas\u003c\/li\u003e\u003cli\u003e\u003cstrong\u003eAppendices:\u003c\/strong\u003e source register with URLs and verification date, 40-entry AI-GxP glossary, toolkit overview\u003c\/li\u003e\u003c\/ul\u003e\u003cdiv style=\"margin:0 0 26px\"\u003e\u003cp style=\"margin:0 0 10px;font-weight:700;font-size:16px\"\u003eDownload a free preview — 16 pages of real content, including the classification decision tree\u003c\/p\u003e\u003cp style=\"margin:0\"\u003e\u003ca href=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0955\/3320\/3786\/files\/GuideGxP_AI_GMP_Annex22_Preview_1ed_ENG.pdf?v=1786971038\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#14243a;color:#ffffff;font-weight:700;font-size:14px;padding:12px 22px;border-radius:8px;text-decoration:none;margin:0 10px 10px 0\"\u003e⬇ Preview ENG (PDF)\u003c\/a\u003e\u003ca href=\"https:\/\/cdn.shopify.com\/s\/files\/1\/0955\/3320\/3786\/files\/GuideGxP_AI_GMP_Annex22_Preview_1ed_ITA.pdf?v=1786971038\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#ffffff;color:#14243a;font-weight:700;font-size:14px;padding:11px 21px;border-radius:8px;text-decoration:none;border:2px solid #14243a;margin:0 0 10px\"\u003e⬇ Preview ITA (PDF)\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003ctable style=\"width:100%;border-collapse:collapse;margin:0 0 18px;font-size:13.5px\"\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px;background:#f6f8fb;font-weight:600;width:30%\"\u003eFormat\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px\"\u003eProfessional A4 PDF (71 pages IT \/ 73 pages EN) + toolkit as editable Excel\/Word files\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px;background:#f6f8fb;font-weight:600\"\u003eEdition\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px\"\u003eFirst — August 2026 (v1.0) · official sources verified on 17 August 2026\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px;background:#f6f8fb;font-weight:600\"\u003eLanguages\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px\"\u003eItalian and English — pick your variant above (the toolkit ships in the variant language)\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px;background:#f6f8fb;font-weight:600\"\u003eUpdates\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px\"\u003eAll future releases included for life, by email · dedicated revision upon publication of the final Annex 22\u003c\/td\u003e\u003c\/tr\u003e\u003ctr\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px;background:#f6f8fb;font-weight:600\"\u003eDelivery\u003c\/td\u003e\u003ctd style=\"border:1px solid #e3e9f2;padding:8px 12px\"\u003eInstant digital download after payment\u003c\/td\u003e\u003c\/tr\u003e\u003c\/tbody\u003e\u003c\/table\u003e\u003cp style=\"margin:0 0 18px;font-size:13.5px;color:#44506a\"\u003e\u003cstrong\u003eWho it is for:\u003c\/strong\u003e QA Managers, CSV\/CSA and Digital Quality Managers, IT Quality, Data Integrity Managers, System Owners, Process Owners, IT, data teams in regulated environments, Regulatory Affairs, QPs, auditors and GxP consultants.\u003c\/p\u003e\u003cp style=\"margin:0;font-size:11.5px;color:#8892a6\"\u003eGuideGxP is an independent publisher, not affiliated with the regulatory authorities cited. The guide does not replace official regulations: it systematically distinguishes between current requirements and draft proposals; content relating to documents not yet final — including the draft Annex 22 — is provided solely to support readiness assessment and must not be read as requirements already in force.\u003c\/p\u003e\u003c\/div\u003e","brand":"GuideGxP","offers":[{"title":"ITA - Italiano","offer_id":62976563478858,"sku":null,"price":149.0,"currency_code":"EUR","in_stock":true},{"title":"ENG - English","offer_id":62976563511626,"sku":null,"price":149.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0955\/3320\/3786\/files\/01_GuideGxP_AI_GMP_Cover.png?v=1786970481","url":"https:\/\/www.guidegxp.com\/products\/ai-gmp-operational-guide-annex-22-readiness","provider":"GuideGxP","version":"1.0","type":"link"}