UrbanReflex is an open-source smart city platform that transforms road segments into linked data nodes, integrating environmental monitoring, infrastructure status, and citizen reports. AI-powered classification and prioritization help city teams manage issues efficiently, while NGSI-LD open data ensures transparency and interoperability.