Complete Multi-Agent Incident Response System
Manual Response
30.2m
AI Response
2.5m
Anomaly detected
3s
Root cause identified
7s
Impact forecast complete
5s
3/3 agents agree (94% confidence)
2s
Fix applied
8s
Issue resolved
7s
Total Resolution Time (Mock)
32s
vs 30+ minutes manual (98.2% faster)
⚖️ Consensus Engine
94%
Agent Reasoning
Detection:
"CPU spike at 14:23, correlating with database queries"
Diagnosis:
"Connection pool exhaustion due to slow query at line 247"
Confidence Scores
✓ Auto-approved
This Incident
SAVED
$277K (Projected)
91.8% cost reduction (Projected)
Next 30 minutes
Memory leak in User Service
87%Database connection spike
72%PagerDuty Advance:
Still requires human approval
ServiceNow:
Rule-based only, no AI
✓ Incident Commander:
Fully autonomous + predictive + transparent
Incident resolved - Database Cascade Failure (completed in 32s)
✓ Validation Agent confirming resolution: CPU normalized, query time reduced 94%, no cascade detected
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