Addressing the ever-growing problem of urban traffic requires advanced methods. AI congestion solutions are arising as a powerful tool to optimize circulation and alleviate delays. These approaches utilize real-time data from various origins, including sensors, linked vehicles, and historical data, to intelligently adjust signal timing, redirect ve