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Practical perspectives on EAM, CMMS, reliability engineering, and AI validation from the field — not the ivory tower.

AI Validation Roundup: June 15, 2026

State-vs-federal AI fights, tightening EU enforcement, and a bank testing crisis: what regulated AI teams need to watch.

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IQ/OQ/PQ: The FDA's 30-Year Software Playbook, Applied to AI

AI governance tools tell you whether you're documented. Validation tells you whether you're proven. Here's how the IQ/OQ/PQ methodology FDA has required for software for three decades maps onto modern AI systems.

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Topics We Cover

EAM Implementation SAP PM IBM Maximo Data Governance Storeroom Optimization Reliability Engineering FMEA PM/PdM Programs AI Validation ISO 42001 NIST AI RMF FDA SaMD Asset Criticality KPI Development