Assess whether explainability artifacts would survive an exam (f1ded5)

Situation

Vendor-diligence reviewer for AI tools in a manufacturer piloting shop-floor copilot tools has one working extract — agentic-workflow permission matrix — after a drift alert the product owner dismissed as seasonal. If agentic-workflow permission matrix cannot support explainability artifacts would survive, the honest AI Governance output is hold.

Decision

Vendor-diligence reviewer for AI tools in a manufacturer piloting shop-floor copilot tools must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using agentic-workflow permission matrix after a drift alert the product owner dismissed as seasonal.

Hypotheses to test

• Agentic-workflow permission matrix reads as Policy or governance breach once a drift alert the product owner dismissed as seasonal is lined up to the same AI Governance population.
• Agentic-workflow permission matrix is closer to Model defect after a drift alert the product owner dismissed as seasonal; Policy or governance breach would over-claim this Policy and Oversight extract.
• Dual failure is still live in agentic-workflow permission matrix for vendor-diligence reviewer for AI tools in a manufacturer piloting shop-floor copilot tools.
• Agentic-workflow permission matrix is missing the fact vendor-diligence reviewer for AI tools needs after a drift alert the product owner dismissed as seasonal; stop this AI Governance close.

Analysis required

• Verify data provenance and the human-oversight gate vendor-diligence reviewer for AI tools can actually point to.
• Walk the model input/output path recorded in agentic-workflow permission matrix and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate vendor-diligence reviewer for AI tools can actually point to.
• For this AI Governance Policy and Oversight file, read agentic-workflow permission matrix against a drift alert the product owner dismissed as seasonal and write the one fact that would move explainability artifacts would survive for vendor-diligence reviewer for AI tools.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Policy and Oversight packet (agentic-workflow permission matrix after a drift alert the product owner dismissed as seasonal). The follow-on Policy and Oversight action is what vendor-diligence reviewer for AI tools does next: implement the option, assign an owner, and log the missing fact.