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Observability & Monitoring

Every agent action logged, monitored, and alertable. You always know what your AI is doing.

You can't manage what you can't see. We instrument every AI agent with comprehensive observability — logging every action, monitoring response quality, detecting anomalies, and alerting on safety violations. Dashboards show you exactly what your agents are doing in real time.

What it includes

  • Action logging — every agent decision and action recorded
  • Response quality monitoring — accuracy, relevance, safety scores
  • Anomaly detection — unusual patterns flagged for review
  • Real-time dashboards — see what agents are doing now
  • Alerting — Slack, email, or webhook on safety violations
  • Audit trail export — for compliance and review

Safety controls

How this keeps AI safe

  • Safety violation alerts — immediate notification on policy breach
  • Hallucination detection — automated response quality scoring
  • Human review queue — low-confidence actions flagged for review
  • Rate limiting and circuit breakers — stop runaway agents
  • Immutable audit log — tamper-proof record of all agent activity

Which agents use this

Compliance Agent — full audit trail for regulatory reportingOperations Agent — anomaly detection for workflow errorsMarketing Agent — brand safety monitoring on all published content

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