Deployments
Release telemetry, rollout intelligence, canary metrics
Security Signals
Runtime anomalies, compliance drift, threat events
Telemetry Correlation
Unified logs, metrics, events into signal streams
AI Analysis
Root cause, anomaly detection, remediation guidance
Decision Support
Ranked hypotheses, approved actions, human approval
Flow Details
Release events, canary analysis, rollout health. All deployment-related telemetry flows into the correlation engine.
Runtime policy violations, compliance drift, threat detections, and anomalous behavior patterns from production systems.
Ingests and correlates logs, metrics, events, traces into cohesive signal streams that AI can reason about.
LLM-powered analysis of correlated signals: RCA generation, anomaly ranking, remediation suggestions backed by evidence.
Ranked analysis, approval workflows, and decision records. Humans make the final call on remediation actions.
Outcomes feed back into the correlation engine to improve future analysis quality and reduce false positives.