Assess whether monitoring detects drift or only outages from vendor MSA

SITUATION Content-attribution program lead in a company whose agents can send email without a gate has one working extract — vendor MSA clauses on training, indemnity, and subprocessors — after a customer discovering AI copy with no disclosure. If vendor MSA clauses on training, indemnity, and subprocessors cannot support monitoring detects drift or, the only defensible AI Governance Layer output is hold.

DECISION Content-attribution program lead in a company whose agents can send email without a gate must choose Monitoring detects drift / Only outages using vendor MSA clauses on training, indemnity, and subprocessors after a customer discovering AI copy with no disclosure.

HYPOTHESES TO TEST 1. Vendor MSA clauses on training, indemnity, and subprocessors reads as Monitoring detects drift once a customer discovering AI copy with no disclosure is lined up to the same AI Governance Layer population. 2. Vendor MSA clauses on training, indemnity, and subprocessors is closer to Only outages after a customer discovering AI copy with no disclosure; Monitoring detects drift would over-claim this Control Plane and Scoring extract. 3. A dual reading is still live in vendor MSA clauses on training, indemnity, and subprocessors for content-attribution program lead in a company whose agents can send email without a gate. 4. Vendor MSA clauses on training, indemnity, and subprocessors is missing the fact content-attribution program lead needs after a customer discovering AI copy with no disclosure; stop this AI Governance Layer close.

ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether a customer discovering AI copy with no disclosure changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in vendor MSA clauses on training, indemnity, and subprocessors was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Control Plane and Scoring file, read vendor MSA clauses on training, indemnity, and subprocessors against a customer discovering AI copy with no disclosure and write the one fact that would move monitoring detects drift or for content-attribution program lead.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Control Plane and Scoring packet (vendor MSA clauses on training, indemnity, and subprocessors after a customer discovering AI copy with no disclosure). Lead with the AI Governance Layer option vendor MSA clauses on training, indemnity, and subprocessors can support after a customer discovering AI copy with no disclosure, then the two facts that force it, then the Monday action for content-attribution program lead in a company whose agents can send email without a gate.