Build 'CityAI'—an AI-driven urban management platform that uses real-time data from IoT sensors to monitor and improve city services. The platform will provide a 'City Health Score' to help officials prioritize interventions and allocate resources effectively.

Cities struggle with urban decay, crime, and inefficiencies in public services, leading to decreased quality of life and economic losses. Current systems lack real-time monitoring and proactive solutions, costing cities billions annually.