This is a fully automated Real Estate AI Agent built to handle end-to-end lead management—from first inquiry to site visit booking—without manual effort. The system captures inbound leads via WhatsApp/webhooks, intelligently extracts key details like budget, location, and property type, and maintains conversation memory to personalize responses. It dynamically matches users with relevant properties from a database, recommends options in real time, and qualifies leads through structured follow-ups. High-intent users are automatically scored, routed into a booking flow, and scheduled for site visits while instantly notifying the sales team. The workflow also includes CRM integration, missing-information loops, and timed follow-ups, making it a complete production-ready system that reduces manual workload and significantly increases conversion rates for real estate businesses