A valid output does not guarantee a correct decision. If verification fails, the action should stop or be escalated.
Why it matters
The pattern combines a bounded set of decisions, confidence thresholds measured against known cases, and blocking on errors. It complements authorization and scope boundaries: a semantic evaluation must not override them. The repository includes a standalone code illustration.
Method and limits
Evaluation based on public sources, without production deployment or vendor endorsement. Vendor cost, latency and accuracy claims require independent reproduction. The code example does not constitute a Jev integration in Kirux.