What it replaces
Manual ticket reading and routing by support agents.
AI Support Triage Agent
Reads incoming tickets, classifies intent (WISMO, returns, damage, sizing), routes to correct workflow or human queue with full context.
Is this a fit?
✓ Good fit when
High ticket volume (50+ per day) with repetitive ticket types.
✗ Skip it when
Complex B2B support requiring deep product knowledge or relationship management.
Real world note
Cuts triage time by 70% and ensures consistent routing. Agents start with context instead of reading from scratch.
Before you build
- Need historical ticket data for training the classification model.
- Must maintain human oversight for edge cases and quality control.
- Integration with your helpdesk system required (Zendesk, Gorgias, etc.).
FAQ
How accurate is the classification?
85-90% accuracy for common ticket types after training on your historical data.
Can it handle multiple languages?
Yes, with proper language model configuration and training data.
Need this agent live?
Build this agent with realdigit
I architect the data sources, reasoning loops, and human-in-the-loop guardrails so the agent actually replaces manual effort instead of spamming hallucinations.