Addressing the ever-growing challenge of urban flow requires advanced strategies. AI congestion platforms are appearing as a effective instrument to improve circulation and alleviate delays. These approaches utilize real-time data from various sources, including sensors, linked vehicles, and previous patterns, to dynamically adjust traffic timing,