Addressing the ever-growing challenge of urban flow requires advanced strategies. AI congestion platforms are emerging as a promising instrument to improve passage and alleviate delays. These approaches utilize real-time data from various sources, including sensors, linked vehicles, and historical trends, to dynamically adjust signal timing, rerout