Addressing the ever-growing problem of urban flow requires advanced strategies. Artificial Intelligence congestion systems are appearing as a promising instrument to improve circulation and reduce delays. These platforms utilize live data from various inputs, including sensors, integrated vehicles, and past trends, to adaptively adjust signal timin