Assess whether monitoring detects drift or only outages (9a2ed3)

SITUATION A company whose agents can send email without a gate cannot treat a human reviewer who clicked approve in under two seconds as incidental context on content-attribution tags missing on customer-facing copy. Decision-audit designer must close monitoring detects drift or from that extract under AI Governance Layer / Lifecycle and Accountability.

DECISION Decision-audit designer in a company whose agents can send email without a gate must choose Monitoring detects drift / Only outages using content-attribution tags missing on customer-facing copy after a human reviewer who clicked approve in under two seconds.

HYPOTHESES TO TEST 1. A human reviewer who clicked approve in under two seconds is noise around an already-controlled Lifecycle and Accountability process in a company whose agents can send email without a gate, given content-attribution tags missing on customer-facing copy. 2. A human reviewer who clicked approve in under two seconds is the event in content-attribution tags missing on customer-facing copy that forces Monitoring detects drift for decision-audit designer under AI Governance Layer. 3. Content-attribution tags missing on customer-facing copy shows a one-file miss after a human reviewer who clicked approve in under two seconds, not a Lifecycle and Accountability program failure. 4. Content-attribution tags missing on customer-facing copy cannot decide monitoring detects drift or yet after a human reviewer who clicked approve in under two seconds; hold is the only AI Governance Layer close a company whose agents can send email without a gate can defend.

ANALYSIS REQUIRED 1. Test whether a human reviewer who clicked approve in under two seconds changed routing, logging, or human-in-the-loop on the live agent path. 2. Score whether the agent action in content-attribution tags missing on customer-facing copy was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a company whose agents can send email without a gate. 4. For this AI Governance Layer Lifecycle and Accountability file, read content-attribution tags missing on customer-facing copy against a human reviewer who clicked approve in under two seconds and write the one fact that would move monitoring detects drift or for decision-audit designer.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (content-attribution tags missing on customer-facing copy after a human reviewer who clicked approve in under two seconds). The follow-on Lifecycle and Accountability action is what decision-audit designer does next: implement the option, assign an owner, and log the missing fact.