Assess whether monitoring detects drift or only outages (c4e48c)

SITUATION After drift in a protected class the dashboard does not show, vendor MSA clauses on training, indemnity, and subprocessors is what enterprise AI control-plane owner can touch in a hospital committee that never records dissent. AI Governance Layer will live with Monitoring detects drift versus Only outages on this Lifecycle and Accountability file.

DECISION Enterprise AI control-plane owner in a hospital committee that never records dissent must choose Monitoring detects drift / Only outages using vendor MSA clauses on training, indemnity, and subprocessors after drift in a protected class the dashboard does not show.

HYPOTHESES TO TEST 1. Drift in a protected class the dashboard does not show is noise around an already-controlled Lifecycle and Accountability process in a hospital committee that never records dissent, given vendor MSA clauses on training, indemnity, and subprocessors. 2. Drift in a protected class the dashboard does not show is the event in vendor MSA clauses on training, indemnity, and subprocessors that forces Monitoring detects drift for enterprise AI control-plane owner under AI Governance Layer. 3. Vendor MSA clauses on training, indemnity, and subprocessors shows a one-file miss after drift in a protected class the dashboard does not show, not a Lifecycle and Accountability program failure. 4. Vendor MSA clauses on training, indemnity, and subprocessors cannot decide monitoring detects drift or yet after drift in a protected class the dashboard does not show; hold is the only AI Governance Layer close a hospital committee that never records dissent can defend.

ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether drift in a protected class the dashboard does not show 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 Lifecycle and Accountability file, read vendor MSA clauses on training, indemnity, and subprocessors against drift in a protected class the dashboard does not show and write the one fact that would move monitoring detects drift or for enterprise AI control-plane owner.

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 drift in a protected class the dashboard does not show). The follow-on Lifecycle and Accountability action is what enterprise AI control-plane owner does next: implement the option, assign an owner, and log the missing fact.