Addressing the ever-growing problem of urban flow requires cutting-edge approaches. AI congestion platforms are appearing as a promising resource to improve circulation and alleviate delays. These systems utilize real-time data from various origins, including cameras, integrated vehicles, and previous trends, to intelligently adjust light timing, g