Assess whether monitoring detects drift or only outages (7c815e)

SITUATION Lifecycle and Accountability work in a regulated entity that cannot reconstruct last month's decisions now turns on monitoring detects drift or because an agent that refunded customers above its limit put vendor MSA clauses on training, indemnity, and subprocessors in play. Multi-model reconciliation lead should say what vendor MSA clauses on training, indemnity, and subprocessors proves.

DECISION Multi-model reconciliation lead in a regulated entity that cannot reconstruct last month's decisions must choose Monitoring detects drift / Only outages using vendor MSA clauses on training, indemnity, and subprocessors after an agent that refunded customers above its limit.

HYPOTHESES TO TEST 1. Authorize Monitoring detects drift now; vendor MSA clauses on training, indemnity, and subprocessors already has the discriminator after an agent that refunded customers above its limit. 2. Keep Only outages in force until vendor MSA clauses on training, indemnity, and subprocessors is completed after an agent that refunded customers above its limit for multi-model reconciliation lead. 3. Treat vendor MSA clauses on training, indemnity, and subprocessors as Monitoring detects drift because both readings appear after an agent that refunded customers above its limit. 4. Refuse a AI Governance Layer close: multi-model reconciliation lead does not have the decision monitoring detects drift or turns on in vendor MSA clauses on training, indemnity, and subprocessors.

ANALYSIS REQUIRED 1. Test whether an agent that refunded customers above its limit changed routing, logging, or human-in-the-loop on the live agent path. 2. Score whether the agent action in vendor MSA clauses on training, indemnity, and subprocessors was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a regulated entity that cannot reconstruct last month's decisions. 4. For this AI Governance Layer Lifecycle and Accountability file, read vendor MSA clauses on training, indemnity, and subprocessors against an agent that refunded customers above its limit and write the one fact that would move monitoring detects drift or for multi-model reconciliation lead.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (vendor MSA clauses on training, indemnity, and subprocessors after an agent that refunded customers above its limit). The follow-on Lifecycle and Accountability action is what multi-model reconciliation lead does next: implement the option, assign an owner, and log the missing fact.

COMMAND RETURNS - Bottom-line AI Governance Layer option on monitoring detects drift or, then the evidence in vendor MSA clauses on training, indemnity, and subprocessors, then the action for multi-model reconciliation lead - Hypothesis scorecard against vendor MSA clauses on training, indemnity, and subprocessors: supported / rejected / untestable - Regulatory or exam hook Lifecycle and Accountability would cite - Lifecycle and Accountability finding in vendor MSA clauses on training, indemnity, and subprocessors that a second reviewer can re-perform