From alert to root cause in minutes, not hours. The first AI agent that autonomously investigates, diagnoses, and resolves production incidents — end to end.
Median time to diagnosis
Diagnosis accuracy
Incidents analyzed (2 weeks)
Diagnosed in ≤10 min
Engineering teams waste thousands of hours on repetitive incident investigation while critical issues wait.
80%+ of alerts are noise or duplicates. Engineers become desensitized and miss real incidents.
Average incident takes 30-60 minutes of manual investigation across 5+ different tools.
Senior SREs cost $200-400K/year and are extremely hard to hire and retain.
Tribal knowledge lives in people's heads. When they leave, the expertise walks out the door.
Our agent orchestrates a complete investigation pipeline — no human query writing needed.
PagerDuty / Slack alert parsed and classified
Grafana & Prometheus queried for anomalies
Loki logs searched with AI-generated queries
Jenkins deploys, config changes, rollbacks checked
Multi-signal analysis pinpoints the issue
Actionable fix or auto-rollback suggested
Measured from real production incidents in a large-scale recommendation system.
Deep, production-grade integrations — not just API wrappers.
We don't just detect. We investigate, diagnose, and act.
| Capability | PagerDuty | Datadog | Resolve AI | OncallAI ✦ |
|---|---|---|---|---|
| Alert Notification | ✓ | ✓ | ✓ | ✓ |
| Metric Monitoring | ✗ | ✓ | ✓ | ✓ |
| Autonomous Investigation | ✗ | ✗ | ✓ | ✓ |
| Multi-tool Orchestration | ✗ | ✗ | Partial | ✓ Deep |
| Change Correlation | ✗ | ✗ | Basic | ✓ Deploy+Config+Rollback |
| Knowledge Flywheel | ✗ | ✗ | ✓ | ✓ Auto-capture |
| Private Deployment | ✗ | ✗ | ✗ | ✓ |
| ML/RecSys Domain Expertise | ✗ | ✗ | ✗ | ✓ |
Every company with production systems needs oncall. Every oncall team is overwhelmed. We're building the autonomous layer that sits between monitoring tools and engineering teams.
Try OncallAI with your real alerts — no commitment. We'll tailor a plan when you're ready.
Join our Slack channel and interact with a live AI oncall agent — bring your own alerts.