Enforce Consistency, Prevent Data Loss, Supervise Agent Behavior
Clear criteria and metrics define when agents are ready to graduate beyond pilots.
Redact or block sensitive data, enforce safe actions, and stabilize outputs.
Continuous metrics and evaluations manage agent performance over time.
A common set evaluation standards sets the bar for behavior, consistency, quality, and impact.
Safety checks enforce boundaries, reduce hallucination risk, and keep agents operating within acceptable constraints.
Track behavior and output quality as agents evolve, catching drift and maintaining trust.