Assess whether monitoring detects drift or only outages (e538d0)
August 31, 2026
SITUATION Deprecation plan for a model still in a batch job arrived with a purchase order signed before eval data rights were granted. Post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA still has an evidence gap on whether monitoring detects drift or only outages.
DECISION Post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA must choose Monitoring detects drift / Only outages using deprecation plan for a model still in a batch job after a purchase order signed before eval data rights were granted.
HYPOTHESES TO TEST 1. The population in deprecation plan for a model still in a batch job is the one a purchase order signed before eval data rights were granted named, so Monitoring detects drift follows for this Control Plane and Scoring file. 2. The population in deprecation plan for a model still in a batch job is adjacent only to a purchase order signed before eval data rights were granted; Only outages is the honest AI Governance Layer call. 3. A manufacturer sunsetting a vision model still used in QA already contained a purchase order signed before eval data rights were granted before deprecation plan for a model still in a batch job arrived; no new Control Plane and Scoring path. 4. Provenance on deprecation plan for a model still in a batch job after a purchase order signed before eval data rights were granted is broken; do not pick Monitoring detects drift or Only outages yet.
ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether a purchase order signed before eval data rights were granted changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in deprecation plan for a model still in a batch job was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Control Plane and Scoring file, read deprecation plan for a model still in a batch job against a purchase order signed before eval data rights were granted and write the one fact that would move monitoring detects drift or for post-deployment monitoring owner.
RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Control Plane and Scoring packet (deprecation plan for a model still in a batch job after a purchase order signed before eval data rights were granted). Lead with the AI Governance Layer option deprecation plan for a model still in a batch job can support after a purchase order signed before eval data rights were granted, then the two facts that force it, then the Monday action for post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA.
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