Workflows
IT incident recovery: what the records show and why AI teams value them
Short answer
IT incident recovery leaves a trail in ServiceNow, Jira or PagerDuty: each step, decision and result. AI companies building agents value these records because they show how real work gets done from start to finish. With personal and confidential details removed and your approval, they can be licensed.
How the work usually happens#
- An alert fires
- On-call engineers triage
- A fix is applied
- A post-incident review is written
Records it leaves behind#
- Incident timelines
- Actions taken
- Post-incident reviews
Removed before anything is shared#
- Hostnames, IPs and credentials
- Names, emails and phone numbers
- Account and payment numbers
Why AI teams value it#
- Shows the full path from request to result, not just the final answer
- Captures judgment calls and handoffs between people
- Years of history show many variations of the same task