Agent lifecycle · Recommend
Recommendations are operational choices such as clarify, retain separately, compare further or escalate, never hidden state changes.
Stage responsibility
A recommendation with rationale, owner and required approval level.
It does not execute a protected recommendation simply because the language model proposed it.
Where this stage is demonstrated
The agent uses controlled identity evidence to prevent a plausible but statistically damaging merge.
The agent identifies the statistical inconsistency, assembles the record history and routes a clarification without inventing or overwriting the value.
Stage controls
Primewayz industrial statistical intelligence
