Incident Postmortem Agent
Automatically compiles incident timelines from alerts, chat logs, and deployment data into a structured postmortem draft with root cause and action items.
Writing a thorough incident postmortem requires reconstructing a precise timeline from scattered sources like alert timestamps, incident channel chat logs, deployment records, and monitoring dashboards, a process that eats hours of an engineer's time right after they've just handled a stressful outage
Postmortems frequently get delayed or skipped entirely because the manual write-up burden is high, meaning organizations lose the chance to capture and act on lessons learned
Even when postmortems are written, action items often lack clear owners and deadlines and quietly disappear without follow-up
This agent automatically reconstructs a detailed incident timeline from connected systems, drafts a structured postmortem with a proposed root cause, and tracks every action item to completion
The agent pulls timestamped events from alerting systems, incident chat channels, deployment logs, and monitoring dashboards for the duration of an incident and assembles them into a chronological timeline. It drafts a postmortem document following the organization's template, including impact summary, timeline, contributing factors, and a proposed root cause based on correlated deployment and alert data, then extracts action items mentioned during the incident discussion and assigns owners and due dates. Completed postmortems are tracked and action items are followed up automatically until closed.
Reconstruct the Incident Timeline
- Pull timestamped alerts, chat messages, and status updates for the incident window
- Correlate deployment and configuration change events
- Merge data sources into a single chronological timeline
- Identify detection time, response time, and resolution time
Draft the Postmortem
- Populate the organization's postmortem template automatically
- Summarize customer and business impact from the incident data
- Propose a root cause based on correlated events
- Flag contributing factors and detection or response gaps
Extract and Assign Action Items
- Identify action items mentioned during incident chat discussion
- Assign owners based on who raised or agreed to each item
- Set default due dates aligned to incident severity
- Create tracked tickets for each action item
Track Follow-Through
- Monitor action item ticket status until closure
- Send reminders for overdue action items
- Report on postmortem action item completion rates
- Maintain a searchable archive of past postmortems and root causes