Addressing the ever-growing problem of urban flow requires innovative approaches. AI flow platforms are emerging as a powerful instrument to improve movement and reduce delays. These approaches utilize live data from various inputs, including sensors, connected vehicles, and previous patterns, to adaptively adjust traffic timing, reroute vehicles,