Incident Ticket Classification uses AI to classify incoming IT service desk tickets by category, priority, and assignment group, enabling faster resolution routing, by analysing ticket content and user context against historical resolution patterns, across ITSM service desk operations.
Service desk analysts manually triage hundreds of incoming incidents per day, applying inconsistent classification that routes tickets to wrong teams, creating resolution delays and repeat reassignments.
A classification model analyses ticket subject, description, and user context (device, application, location) and assigns category, priority, and assignment group with confidence scores, routing high-confidence tickets automatically and flagging low-confidence cases for analyst review.
Reduction in mean time to assign and reduction in ticket reassignment rate.
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