Agent lifecycle · Learn & Improve
Learning means controlled engineering change, not autonomous modification of production behaviour.
Stage responsibility
Reviewed change with regression coverage and release evidence.
The production agent does not rewrite its own permissions, rules or statistical methodology.
Where this stage is demonstrated
The agent identifies the statistical inconsistency, assembles the record history and routes a clarification without inventing or overwriting the value.
The agent uses controlled identity evidence to prevent a plausible but statistically damaging merge.
The agent prepares a reproducible sector contribution analysis using compatible classifications and accepted reporting versions.
Stage controls
Primewayz industrial statistical intelligence
