The workflow provides a POST endpoint that accepts structured lead information (such as name, email, and inquiry context) and processes it through a qualification layer designed to simulate real-world AI decision logic. The system generates normalized output including lead intent, urgency level, lead score, and a concise summary, making it suitable for downstream use in CRMs, dashboards, or internal tools.