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Written by Max Zeshut
Founder at Agentmelt · Last updated Sep 9, 2026
Identifying the purpose behind a user's message (e.g., 'I want a refund' → refund intent). AI agents use intent classification to route requests to the right workflow: support tickets, sales inquiries, billing questions, or escalation to a human. Modern LLM-based classifiers handle nuance and multi-intent messages.
See it as a workflow
Support Ticket Deflection WorkflowTrigger, steps, n8n nodes, guardrails and an importable template — plus what it costs to have it built.
Or skip the build
Workflows from $197/month, custom agents from $2,000.