Enterprise identity security SaaS
From hours to minutes: AI-assisted ticket triage
Every complex ticket was classified and prioritised by hand. I mapped product behaviour from the codebase with AI coding tools, built analysis that grouped tickets into recurring issues, and automated classification so urgent cases rose to the top.
| Metric | Before | After |
|---|---|---|
| Triage time per ticket | 2 to 3 hours | 5 minutes |
| Tickets categorised automatically | 0% | 60% |
| Recurring issues escalated with evidence | ad hoc | around 10 |