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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.