{"id":17380,"date":"2026-10-26T09:19:08","date_gmt":"2026-10-26T08:19:08","guid":{"rendered":"https:\/\/q-finity.de\/ispe-annual-meeting-2026-wer-prueft-den-pruefer\/"},"modified":"2026-11-01T12:15:54","modified_gmt":"2026-11-01T11:15:54","slug":"ispe-annual-meeting-2026-who-reviews-the-reviewer","status":"publish","type":"post","link":"https:\/\/q-finity.de\/en\/ispe-annual-meeting-2026-who-reviews-the-reviewer\/","title":{"rendered":"ISPE Annual Meeting 2026: Who Reviews the Reviewer?"},"content":{"rendered":"<p class=\"qf-abstract\">The 2026 ISPE Annual Meeting &amp; Expo in National Harbor near Washington, D.C., put one question at the center of its Digital, <a href=\"https:\/\/q-finity.de\/en\/glossar\/data\/\" target=\"_self\" title=\"Data generally denotes facts, values (numerical or otherwise) or recordable findings, such as those obtained by measurements or observation.\" class=\"encyclopedia\">Data<\/a> and Decision Integrity track, a question QFINITY has worked on for years. Who reviews the reviewer when AI writes and checks at the same time? QFINITY was there with two talks, one on oversight of AI systems and one on the computerized system validation lifecycle.<\/p>\n<figure class=\"qf-figure right\"><img data-opt-id=887100775  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-progressive-qa-buehne.jpg\" alt=\"Oliver Herrmann and Martin Heitmann on stage at the 2026 ISPE Annual Meeting presenting Progressive QA\"><figcaption><b>On stage<\/b>Oliver Herrmann and Martin Heitmann open the Progressive QA talk on October 19.<\/figcaption><\/figure>\n<p>From October 18 to 21, 2026, the industry met at the Gaylord National Resort &amp; Convention Center on the Potomac. Whether AI models will enter GxP processes was hardly up for debate anymore. The discussion was about who carries the results once agentic systems take actions, change records or write review reports, while the person who signs off at the end sees only the outcome. What additional information that person needs for oversight to remain effective was the track&rsquo;s second question. The regulatory expectation itself has not changed, but with AI systems an organization has to meet it at a different point than before.<\/p>\n<div style=\"clear:both\"><\/div>\n<h2>Progressive QA: Who decides, who stops?<\/h2>\n<p>Oliver Herrmann (QFINITY) and Martin Heitmann (MH Consulting &amp; Advisory) started with Socrates and the mask of the ancient theater. A person speaks through the mask, and the mask changes nothing about that person&rsquo;s responsibility, however convincing it may sound. Applied to AI output, plausibility is no substitute for human judgment. Three cases from 2026 made the risk tangible. In a security evaluation by the UK AI Security Institute, an agent created fake identities, one of which praised the agent&rsquo;s own code as an independent reviewer, until a human maintainer refused the pull request. The UK MHRA reported in June on inspection responses containing invented references to guidance, and the FDA cited &ldquo;overreliance on artificial intelligence&rdquo; in a warning letter because AI-generated documents had not been reviewed at all.<\/p>\n<p>The talk&rsquo;s answer was a control architecture that is in place before the system goes live. <a href=\"https:\/\/q-finity.de\/en\/glossar\/quality\/\" target=\"_self\" title='The term quality is derived from the Latin word \"qualitas\", which means characteristic, feature, property or condition. In other words, the term quality defines the degree to which a set of inherent characteristics of an object meets requirements. Inherent means \"intrinsic to a particular unit\".' class=\"encyclopedia\">Quality<\/a> emerges from the interplay of business processes with data, application, infrastructure, model and controls; the model is verified, the overall system is validated in its process, and the rights to decide and to stop are assigned. A technical trigger may halt the agent; a named person carries the responsibility for it.<\/p>\n<p class=\"qf-keyq\">Who in your organization could say today what stops an AI agent, who is accountable for it, and what happens to its data afterwards?<\/p>\n<div style=\"clear:both\"><\/div>\n<h2>Four risks when the language model holds the validation data<\/h2>\n<figure class=\"qf-figure left\"><img data-opt-id=1338252033  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-regulatoren-panel.jpg\" alt=\"Panel with regulators at the 2026 ISPE Annual Meeting\"><figcaption><b>On the panel<\/b>Regulators on the final conference day in the Digital, Data and Decision Integrity track.<\/figcaption><\/figure>\n<p>On the morning of the same day, Frank Henrichmann (QFINITY) showed how AI can be integrated into the computerized system validation lifecycle without weakening the evidence. Building on the article <a href=\"https:\/\/q-finity.de\/en\/company\/publications\/how-ai-will-transform-csv\/\">How AI Will Transform Computerized System Validation<\/a> in Pharmaceutical Engineering, he demonstrated what works today: requirements are captured in plain language as structured data, risks are assessed, test scripts are generated with traceability to the requirement, and a subject matter expert approves them before execution. Annex 11 and 21 CFR Part 11 remain the yardstick for attributability and data integrity, and <a href=\"https:\/\/q-finity.de\/en\/glossar\/gamp-5-begriff\/\" target=\"_self\" title=\"GAMP 5 - &quot;A Risk-Based Approach to Compliant GxP Computerized Systems&quot; - is ISPE's industry guide to the validation of computerized systems: published in 2008, and available since 2022 in the Second Edition, which strengthens critical thinking and scaled evidence. GAMP is industry good practice, not law: regulations set the requirements - GAMP shows a&hellip;\" class=\"encyclopedia\">GAMP 5<\/a> Second Edition remains the methodology for scaling the depth of verification to the risk. When a general-purpose language model without controlled integration becomes the leading system for validation data, the talk identified four risks:<\/p>\n<div class=\"qf-gaplist\">\n<div class=\"qf-gap\">\n<div class=\"qf-gap-n\">1<\/div>\n<div class=\"qf-gap-t\"><b>Data integrity.<\/b> Content moves between chats and documents without provenance, version, author or audit trail. <a href=\"https:\/\/q-finity.de\/en\/glossar\/alcoa\/\" target=\"_self\" title=\"ALCOA is a common acronym summarizing the criteria of data integrity (the ALCOA principles). It stands for: Attributable (i.e., identification of the source, the data originator - person, device, or system) Legible (and understandable) Contemporaneous (i.e., recorded at the time) Original (the initial record itself - paper-based or electronic - or a certified\/true copy) Accurate&hellip;\" class=\"encyclopedia\">ALCOA<\/a>++ cannot be met this way.<\/div>\n<\/div>\n<div class=\"qf-gap\">\n<div class=\"qf-gap-n\">2<\/div>\n<div class=\"qf-gap-t\"><b>Hallucination.<\/b> The model produces convincing but false requirements, test steps, acceptance criteria or references. Every item has to be checked against the approved source.<\/div>\n<\/div>\n<div class=\"qf-gap\">\n<div class=\"qf-gap-n\">3<\/div>\n<div class=\"qf-gap-t\"><b>Confidentiality.<\/b> Uncontrolled prompts carry process knowledge, validation records and personal data to an external provider.<\/div>\n<\/div>\n<div class=\"qf-gap\">\n<div class=\"qf-gap-n\">4<\/div>\n<div class=\"qf-gap-t\"><b>Traceability.<\/b> A chat history documents neither model and prompt nor source data and output version of a test case. Without that chain there is no basis for change control of the test cases.<\/div>\n<\/div>\n<\/div>\n<p>The regulatory framework is tightening right now. With <a href=\"https:\/\/q-finity.de\/en\/glossar\/computer\/\" target=\"_self\" title=\"A Computer is a functional unit that can perform substantial computations, including numerous arithmetic operations and logic operations without human intervention.\" class=\"encyclopedia\">Computer<\/a> Software Assurance the FDA scales the depth of verification to the risk, and the draft of its AI guidance puts risk and context of use at the center. The EU drafts of Chapter 4, Annex 11 and Annex 22 address the chain from the record through the computerized system to the model, and the EMA report on its Annex 22 expert workshop of June 30 and July 1, published in early October, suggests that the final text could cover dynamic and generative models provided a documented, risk-based control strategy is in place. Specific requirements for agentic systems do not exist yet. This is where QFINITY works at the leading edge. What follows for control is set out in our article <a href=\"https:\/\/q-finity.de\/en\/company\/publications\/human-in-the-loop-illusion-of-control\/\">Human-in-the-Loop as an Illusion of Control?<\/a> and on our <a href=\"https:\/\/q-finity.de\/en\/eu-gmp-annex-22\/\">EU GMP Annex 22<\/a> page.<\/p>\n<p>That QFINITY helps shape this development also shows in its roles. Oliver Herrmann chairs the GAMP Europe Steering Committee, Frank Henrichmann the GAMP Global Steering Committee. The real value, however, is created where QFINITY translates this framework into a control architecture, a test strategy and the chain of evidence the operator presents to the inspector. Critical thinking, AI literacy and data understanding for your own team are taught in the <a href=\"https:\/\/q-finity.de\/en\/academy\/\">H&sup2; Digital Hive<\/a>.<\/p>\n<p><a class=\"qf-extref\" href=\"https:\/\/ispe.org\/conferences\/2026-annual-meeting-expo\/agenda#na26ceoct1-ses108\" target=\"_blank\" rel=\"noopener\"><span class=\"qf-extref-text\">Session in the ISPE program (ispe.org)<\/span><span class=\"qf-extref-arrow\">&#8599;<\/span><\/a><\/p>\n<div style=\"clear:both\"><\/div>\n<div class=\"qf-carousel\" data-qf-carousel tabindex=\"0\" aria-roledescription=\"carousel\" aria-label=\"From the Annual Meeting and from Washington\">\n<div class=\"qf-car-head\"><span class=\"qf-car-eyebrow\">Impressions<\/span><span class=\"qf-car-title\">From the Annual Meeting and from Washington<\/span><span class=\"qf-car-count\"><b class=\"cur\">1<\/b>&thinsp;\/&thinsp;4<\/span><\/div>\n<div class=\"qf-car-viewport\">\n<div class=\"qf-car-track\">\n<figure class=\"qf-car-slide\"><img data-opt-id=263368468  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-gaylord-national.jpg\" alt=\"Sign of the Gaylord National Resort and Convention Center on the Potomac\"><figcaption>Setting: Gaylord National on the Potomac, National Harbor.<\/figcaption><\/figure>\n<figure class=\"qf-car-slide\"><img data-opt-id=2053024894  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-oliver-herrmann-oversight-by-design.jpg\" alt=\"Oliver Herrmann speaking at the 2026 ISPE Annual Meeting in the Oversight by design part\"><figcaption>Oliver Herrmann in the Oversight by design part.<\/figcaption><\/figure>\n<figure class=\"qf-car-slide\"><img data-opt-id=1079896643  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-lincoln-memorial.jpg\" alt=\"Oliver Herrmann and Frank Henrichmann in front of the Lincoln Memorial in Washington\"><figcaption>Between sessions: Oliver Herrmann and Frank Henrichmann at the Lincoln Memorial.<\/figcaption><\/figure>\n<figure class=\"qf-car-slide\"><img data-opt-id=1369006796  fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/mlsqau6zetur.i.optimole.com\/cb:mN7M.c4bb\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/q-finity.de\/wp-content\/uploads\/2026\/10\/ispe-annual-meeting-2026-capitol.jpg\" alt=\"The Capitol in Washington, D.C.\"><figcaption>The Capitol, a few miles from the venue.<\/figcaption><\/figure>\n<\/div>\n<p><button class=\"qf-car-btn qf-car-prev\" aria-label=\"prev\">&lsaquo;<\/button><button class=\"qf-car-btn qf-car-next\" aria-label=\"next\">&rsaquo;<\/button><\/p><\/div>\n<div class=\"qf-car-dots\"><button class=\"qf-car-dot on\" aria-label=\"1\"><\/button><button class=\"qf-car-dot\" aria-label=\"2\"><\/button><button class=\"qf-car-dot\" aria-label=\"3\"><\/button><button class=\"qf-car-dot\" aria-label=\"4\"><\/button><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The 2026 ISPE Annual Meeting &amp; Expo in National Harbor near Washington, D.C., put one question at the center of its Digital, Data and Decision Integrity track, a question QFINITY has worked on for years. Who reviews the reviewer when AI writes and checks at the same time? QFINITY was there with two talks, one [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":17381,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[39],"tags":[],"class_list":["post-17380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-category"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.5 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>ISPE Annual Meeting 2026: Who Reviews the Reviewer? | QFINITY<\/title>\n<meta name=\"description\" content=\"QFINITY at the 2026 ISPE Annual Meeting in Washington: two talks on Progressive QA and AI in the validation lifecycle. 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