Fleet-scale observability for autonomous AI agents. Real-time dashboards, anomaly detection, drift monitoring, and auto-remediation. OpenTelemetry-native.
You can't govern what you can't see.
Most AI deployments have no fleet-wide visibility. Individual agent logs exist, but no unified operational picture.
How many agents are running? What are they doing? Which ones are healthy? Most teams can't answer these questions.
When an agent misbehaves, teams scramble to find logs, identify the root cause, and manually intervene.
Agent metrics spread across different clouds, different tools, different formats. No single source of truth.
A single pane of glass for your entire AI fleet. Agent inventory, session tracking, policy hit rates, anomaly scores, and operational health—all in real time.
Every metric you need to operate AI at scale.
Real-time count of registered agents, their health status, and last heartbeat timestamp.
Active sessions, session duration distribution, and step counts per session.
Evaluations per minute, allow/deny/approval ratios, and policy hit distribution.
Pending approvals, average approval time, timeout rates, and approver response metrics.
Active kill switches, scope, reason, TTL remaining, and propagation confirmation.
Policy drift detection across multi-cloud deployments. Semantic parity monitoring in real time.
Automated detection of abnormal agent behavior. Configurable thresholds, severity escalation, and automatic containment when anomalies exceed tolerance.
anomaly_detection:
enabled: true
scoring:
deny_rate_threshold: 0.15
unusual_tool_weight: 2.0
rate_spike_window: 5m
escalation:
warning:
score_threshold: 50
notify: ["ops-team"]
critical:
score_threshold: 80
notify: ["security-team"]
emergency:
score_threshold: 95
action: kill_switchExport GovernorAI telemetry to your existing observability stack.
Native OTLP export. Traces, metrics, and logs in standard format.
Direct integration via OTLP or Datadog Agent.
HEC export for structured governance events.
Native Elasticsearch/Kibana integration.
Alert routing for anomalies and kill switch events.
Prometheus metrics + Grafana dashboards out of the box.
Automatic response when thresholds are exceeded.
Configurable circuit breakers that trigger when error rates, deny rates, or latency exceed thresholds. Automatic backoff and recovery.
Automated response playbooks for common anomaly patterns. Escalate to human operators only when automatic remediation fails.
See how GovernorAI provides fleet-scale observability for your AI agents.