Addressing the ever-growing problem of urban flow requires cutting-edge strategies. Artificial Intelligence congestion platforms are arising as a effective instrument to optimize passage and alleviate delays. These approaches utilize live data from various inputs, including sensors, linked vehicles, and historical trends, to dynamically adjust ligh