Intent recognition is the NLP task of identifying what a user wants to accomplish based on their text or speech input. When a customer types «I want to change my flight», the system classifies the intent as a flight modification request and may extract entities like date and flight number. It is the backbone of conversational AI: virtual assistants, customer service bots, and voice-controlled systems all rely on accurate intent recognition to route requests to the right action.