UC-045
Intelligent Ticket Triage & Escalation
Classifies, enriches and routes incoming tickets to the right L2/L3 group, weighing system criticality, GxP impact and SLA pressure.
8-12Build Duration
2-13xIndicative ROI
The Challenge
Misrouted or poorly described tickets delay resolution. Specialists spend L2/L3 time re-triaging work instead of fixing it, because context is missing at handover.
How It Works
- Classifies ticket intent and enriches it with user and device context.
- Selects the assignment group by system criticality, GxP impact and SLA pressure.
- Attaches the full interaction transcript before escalating.
What It Removes
- Tickets bouncing between wrong assignment groups
- L2/L3 specialists re-triaging incoming work
- Chasing the user for context already captured
Input Data RequirementsIncoming tickets, service-management records, user and device context, assignment group model
Output FormatClassified, enriched tickets routed to the right L2/L3 group with full transcript
“Tickets arrive with the history already attached, so the specialist starts on the fix.”