Assess whether the board has been accurately briefed (b7a386)

SITUATION The board has been sits with exam-readiness coordinator because a drift alert the product owner dismissed as seasonal hit a university licensing an AI proctoring vendor. Evidence is agentic-workflow permission matrix; write the AI Governance Vendors and Agentic Systems option that extract can carry.

DECISION Exam-readiness coordinator in a university licensing an AI proctoring vendor 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 1. 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. 2. 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 Vendors and Agentic Systems extract. 3. Dual failure is still live in agentic-workflow permission matrix for exam-readiness coordinator in a university licensing an AI proctoring vendor. 4. Agentic-workflow permission matrix is missing the fact exam-readiness coordinator needs after a drift alert the product owner dismissed as seasonal; stop this AI Governance close.

ANALYSIS REQUIRED 1. Reproduce the incident row in agentic-workflow permission matrix and say whether it ever touched production data. 2. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in agentic-workflow permission matrix. 3. Reproduce the incident row in agentic-workflow permission matrix and say whether it ever touched production data. 4. For this AI Governance Vendors and Agentic Systems file, read agentic-workflow permission matrix against a drift alert the product owner dismissed as seasonal and write the one fact that would move the board has been for exam-readiness coordinator.

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

COMMAND RETURNS - Bottom-line AI Governance option on the board has been, then the evidence in agentic-workflow permission matrix, then the action for exam-readiness coordinator - Hypothesis scorecard against agentic-workflow permission matrix: supported / rejected / untestable - What changes the board has been if a drift alert the product owner dismissed as seasonal is later withdrawn - Named option among Policy or governance breach, Model defect, Dual failure and the fact that kills the others