The system provides a REST API endpoint that accepts chat-style input from a user and processes it through a structured response layer that simulates AI-driven conversational behavior. The workflow returns normalized output including a chatbot reply, detected intent, and a confidence score, making it suitable for use in web applications, internal tools, or product prototypes.