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Use Cases

DevOps & Incident Response Agents

Agents that monitor alerts, diagnose incidents, open tickets, and page the right on-call — autonomously. A platform team reduced MTTR by 40% by routing PagerDuty alerts through a Diaflow triage agent.

Incident P1 active
PagerDuty: high p99 latency
Agent reading Datadog logs
Jira INC-2041 created
On-call paged with summary

How it works

DevOps incident response agent workflow: alert intake, diagnosis, ticket creation, on-call notification, and resolution tracking

Customer story

A SaaS platform team was spending 20-30 minutes of human time on every P1 incident just to triage, open a ticket, and get the right person paged with sufficient context. Their on-call rotation was suffering from alert fatigue.

They deployed a Diaflow triage agent connected to PagerDuty, Datadog, and Jira. When an alert fires, the agent reads the logs and metrics, generates a plain-English diagnosis, creates a Jira ticket with full context, and pages the appropriate on-call with the AI summary. MTTR dropped by 40% in the first month.

"The biggest win wasn't speed — it was context. Our on-call engineers now wake up to an incident with a diagnosis already written. They're fixing, not triaging."

Platform Lead, SaaS devops team, US

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