Evaluation
Task, behaviour, safety, tool-use, and regression evaluations tied to real operating criteria.
What we build
07 / Governance & observability
Know what agents did, why they did it, and when to intervene.
Evaluation, policy, monitoring, audit, and incident controls for agent systems operating under real business constraints.
Discuss this systemSERVICE SCOPE
Agent governance must be implemented in the runtime, not left as a policy document. We make actions, decisions, failures, approvals, and escalations visible and enforceable.
OPERATION TRACE / 00842Action review
Within policy09:41:02IntentRequest classified
09:41:04PolicyScope verified
09:41:06ToolAction executed
09:41:07EvaluationResult passed
SYSTEM COMPOSITION
Control requires evidence from the system itself.
Logs alone are insufficient. Teams need structured traces, evaluations, policy events, operational metrics, review workflows, and clear intervention paths.
Observability
Structured traces, decisions, actions, latency, cost, failures, and workflow state.
Policy enforcement
Action limits, approval rules, data boundaries, model policies, and escalation requirements.
Operational response
Alerts, review queues, incident investigation, rollback, and continuous improvement.
WHERE IT FITS
Use this service when:
Agent systems taking consequential or externally visible actions
Enterprise teams requiring auditability and operating oversight
Organizations standardizing evaluation and control across agents
DELIVERY MODEL
Define
Set evaluation criteria, policies, thresholds, review roles, and escalation paths.
Instrument
Implement traces, evaluations, policy checks, alerts, and audit records.
Govern
Review system behaviour, manage incidents, and improve controls over time.