[{"data":1,"prerenderedAt":138},["ShallowReactive",2],{"\u002Fblog\u002Fai-agent-governance-scenarios-part-3-the-smart-sop-assistant":3},{"id":4,"title":5,"author":6,"body":7,"category":120,"date":121,"description":122,"draft":123,"excerpt":124,"extension":125,"heroImage":124,"heroImageAlt":124,"meta":126,"navigation":127,"path":128,"seo":129,"slug":124,"stem":130,"tags":131,"__hash__":137},"blog\u002Fblog\u002Fai-agent-governance-scenarios-part-3-the-smart-sop-assistant.md","AI Agent Governance Scenarios, Part 3: The \"Smart SOP Assistant\"","QikSolve",{"type":8,"value":9,"toc":109},"minimark",[10,14,19,26,34,38,45,49,56,60,67,71,78,82,85,88,92],[11,12,13],"p",{},"This is the third in a five-part series of practical AI-governance scenarios for quality\nprofessionals.",[15,16,18],"h2",{"id":17},"the-scenario","The scenario",[11,20,21,22],{},"An AI assistant, deployed across the company intranet, helps operators and supervisors find answers\nto procedural and GMP-related questions quickly, drawing on a library that includes approved SOPs,\nwork instructions, training materials, draft procedures, internal guidance notes, and historical\ninvestigation reports. Staff ask it questions with direct procedural and compliance consequences:\n",[23,24,25],"em",{},"can I continue if this section of the batch record is incomplete? Does this step require QA\napproval? Is this deviation minor or major?",[11,27,28,29,33],{},"The tool is widely used precisely because it provides quick answers. ",[30,31,32],"strong",{},"Speed of adoption is not\nevidence of compliance fitness"," — a QA review has surfaced four distinct risk areas.",[15,35,37],{"id":36},"issue-1-controlled-and-uncontrolled-documents-mixed","Issue 1 — Controlled and uncontrolled documents mixed",[11,39,40,41,44],{},"The knowledge library does not distinguish approved SOPs from draft procedures, training slides, or\nhistorical investigation reports containing superseded conclusions — and the AI presents an answer\nciting any of them with no visible difference. If the system retrieves and presents guidance from an\nuncontrolled document, any manufacturing decision made on that basis is non-compliant, regardless of\nintent. ",[30,42,43],{},"Applicable principle: controlled inputs"," — the AI must operate only on approved,\ncontrolled sources, with technical controls preventing draft or superseded content from entering the\nlibrary.",[15,46,48],{"id":47},"issue-2-the-assistant-interprets-procedural-requirements","Issue 2 — The assistant interprets procedural requirements",[11,50,51,52,55],{},"Answering whether a deviation is minor or major, or whether a step requires QA approval, is\nprocedural interpretation, not information retrieval — it requires contextual judgement in light of\nreal-time manufacturing circumstances. The acceptable role for an assistant like this is to retrieve\nand display the relevant SOP section for the user to apply themselves; interpreting whether approval\nis needed or production may proceed belongs to qualified personnel. ",[30,53,54],{},"Applicable principle: define\nintended use and scope"," — procedural interpretation should be explicitly excluded, with the system\ndeclining or redirecting such queries.",[15,57,59],{"id":58},"issue-3-operators-treat-the-assistant-as-procedural-authority","Issue 3 — Operators treat the assistant as procedural authority",[11,61,62,63,66],{},"Operators are routinely relying on the summarised answer rather than opening and reading the\ncontrolled SOP — understandable, since the AI answer is faster to consume, but the controlled SOP,\nnot the AI's interpretation of it, is the procedural authority. Errors or omissions in the summary\npropagate directly into manufacturing decisions, and version drift between the library and the live\ndocument-management system can go undetected if no one reads the source document. ",[30,64,65],{},"Applicable\nprinciple: human verification is mandatory"," — every response should display the source document\nand version, with a visible prompt to confirm understanding against the controlled document before\nacting.",[15,68,70],{"id":69},"issue-4-knowledge-library-governance-is-unclear","Issue 4 — Knowledge library governance is unclear",[11,72,73,74,77],{},"There is no defined process for approving a document's inclusion, propagating SOP revisions to the\nknowledge base, or excluding draft and retired documents. ",[30,75,76],{},"Applicable principle: quality system\ngovernance"," — the knowledge library is, in effect, a controlled document repository, and needs a\nnamed owner, a documented change-control process for additions and removals, and a periodic audit\nschedule.",[15,79,81],{"id":80},"what-has-to-happen-before-continued-use-is-approved","What has to happen before continued use is approved",[11,83,84],{},"Continued use should not be approved in its current form, though the tool could provide genuine\nvalue once the gaps are closed: suspend unrestricted access pending review; audit and restrict the\nknowledge library to confirmed-approved documents only; produce a formal scope statement excluding\nprocedural interpretation; establish named ownership and change control for the library; and\nformally validate the system while updating training to address AI over-reliance.",[11,86,87],{},"Each of these is a prerequisite for a regulated deployment of this kind of tool, not an optional\nenhancement layered on afterward.",[15,89,91],{"id":90},"related-reading","Related reading",[93,94,95,103],"ul",{},[96,97,98],"li",{},[99,100,102],"a",{"href":101},"\u002Fblog\u002Fai-agent-governance-scenarios-part-2-the-helpful-trend-analysis-agent","Part 2: The \"Helpful Trend Analysis\" Agent",[96,104,105],{},[99,106,108],{"href":107},"\u002Fblog\u002Fai-agent-governance-scenarios-part-4-the-efficiency-shortcut","Part 4: The \"Efficiency Shortcut\"",{"title":110,"searchDepth":111,"depth":111,"links":112},"",2,[113,114,115,116,117,118,119],{"id":17,"depth":111,"text":18},{"id":36,"depth":111,"text":37},{"id":47,"depth":111,"text":48},{"id":58,"depth":111,"text":59},{"id":69,"depth":111,"text":70},{"id":80,"depth":111,"text":81},{"id":90,"depth":111,"text":91},"AI Governance","2026-09-10","An AI assistant that answers procedural questions quickly became popular across the site. Rapid adoption is not the same thing as compliance fitness.",false,null,"md",{},true,"\u002Fblog\u002Fai-agent-governance-scenarios-part-3-the-smart-sop-assistant",{"title":5,"description":122},"blog\u002Fai-agent-governance-scenarios-part-3-the-smart-sop-assistant",[132,133,134,135,136],"ai-agents","gxp","workshop-scenario","controlled-documents","sop","5HImK3jzJXMgT6rjhSxp7Utv_cR0XSoyOc2kvqBXLkA",1789037363487]