Ticket Classification Agent
Automatically classifies and routes incoming IT service tickets by category, priority, impact level, and the correct assignment group.
Capabilities
- • Classifies tickets by category, subcategory, and service type
- • Assigns priority and impact levels based on content analysis and affected systems
- • Routes tickets to the correct assignment group or individual technician
- • Learns from reclassification feedback to improve accuracy over time
Overview
The Ticket Classification Agent processes incoming IT service requests — whether submitted via portal, email, or chat — and categorizes them by type, priority, and routing destination. It eliminates the manual triage step that delays initial response times and consumes dispatcher bandwidth.
How It Works
When a ticket arrives, the agent analyzes the request description, affected systems, user context, and historical patterns to determine the category, priority level, and the most appropriate assignment group. Classification happens in seconds, and the ticket is routed with full context so the assigned technician can start working immediately rather than re-reading and re-categorizing.
The agent improves over time by learning from dispatcher corrections and technician reclassifications. When someone changes a ticket’s category or priority, that feedback is incorporated into future predictions without requiring configuration changes.