Intent Detection
Last updated March 25, 2026
Intent detection is AI ability to understand what a customer is trying to accomplish from their message to enable accurate routing and response.
Intent detection uses natural language processing to understand the purpose behind a customer message. Instead of matching keywords, AI analyzes the full message to determine whether the customer wants to track an order, request a refund, ask about pricing, or report a bug. Accurate intent detection enables better routing, faster resolution, and more relevant AI responses.
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Frequently Asked Questions
How is intent detection different from keyword matching?
Keyword matching looks for specific words. Intent detection understands meaning. The message I want my money back and This product is not what I expected both have refund intent despite different words.
How accurate is AI intent detection?
Modern AI intent detection achieves 85-95% accuracy depending on the number of intents and training data quality.
Can intent detection handle multiple intents?
Yes. Advanced tools detect multiple intents in one message. A customer might ask about order status AND request a return in the same message.