Addressing the ever-growing challenge of urban flow requires cutting-edge strategies. AI congestion solutions are emerging as a promising instrument to enhance movement and alleviate delays. These systems utilize live data from various inputs, including sensors, connected vehicles, and historical trends, to intelligently adjust traffic timing, guid