AIOps: Observability Automation

AIOps: anomaly detection, log-based alerting, AI RCA, runbook auto-generation, incident correlation, auto-severity, self-healing remediation, MTTR tracking.

• Anomaly detection per metric/log/trace
• Log-based alert pattern — alert less signal more
• AI RCA correlating across signals
• Auto-generated runbook per incident type
• Self-healing action per whitelisted scenario

• Cut alert volume 80% — signal no noise
• Reduce MTTR by 60% with AI RCA
• Self-healing resolves before on-call
• Runbook auto-generated institutional knowledge