Build 'UrbanAI'—an AI-driven urban management platform that uses real-time data from IoT sensors and public reports to monitor and improve city services. The platform would provide a 'City Health Score' dashboard for officials, predictive analytics for maintenance and safety, and a 'Community Engagement Portal' for residents to report issues and track progress.

City officials and urban planners are struggling with the lack of real-time data and tools to monitor and improve city services, including safety and cleanliness. Current solutions are either too expensive, requiring complex infrastructure, or too limited, failing to provide comprehensive coverage. The financial cost of not addressing this issue includes potential legal liabilities for cities and the cost of manual monitoring and maintenance.