Assess whether the control plane actually controls production traffic (d197d9)

SITUATION Decision-audit trail with gaps at the human-gate step arrived with two production models recommending opposite actions on the same file for vendor-contract AI counsel's operations partner. That is a AI Governance Layer Lifecycle and Accountability decision on the control plane actually in a manufacturer sunsetting a vision model still used in QA.

DECISION Vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using decision-audit trail with gaps at the human-gate step after two production models recommending opposite actions on the same file.

HYPOTHESES TO TEST 1. Decision-audit trail with gaps at the human-gate step reads as Policy or governance breach once two production models recommending opposite actions on the same file is lined up to the same AI Governance Layer population. 2. Decision-audit trail with gaps at the human-gate step is closer to Model defect after two production models recommending opposite actions on the same file; Policy or governance breach would over-claim this Lifecycle and Accountability extract. 3. Dual failure is still live in decision-audit trail with gaps at the human-gate step for vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA. 4. Decision-audit trail with gaps at the human-gate step is missing the fact vendor-contract AI counsel's operations partner needs after two production models recommending opposite actions on the same file; stop this AI Governance Layer close.

ANALYSIS REQUIRED 1. Map the control-plane score in decision-audit trail with gaps at the human-gate step to the policy gate vendor-contract AI counsel's operations partner can enforce. 2. Name the override that would let the control plane actually proceed without a silent bypass. 3. Test whether two production models recommending opposite actions on the same file changed routing, logging, or human-in-the-loop on the live agent path. 4. For this AI Governance Layer Lifecycle and Accountability file, read decision-audit trail with gaps at the human-gate step against two production models recommending opposite actions on the same file and write the one fact that would move the control plane actually for vendor-contract AI counsel's operations partner.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Lifecycle and Accountability packet (decision-audit trail with gaps at the human-gate step after two production models recommending opposite actions on the same file). Lead with the AI Governance Layer option decision-audit trail with gaps at the human-gate step can support after two production models recommending opposite actions on the same file, then the two facts that force it, then the Monday action for vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA.