Addressing the ever-growing challenge of urban traffic requires advanced strategies. Artificial Intelligence congestion solutions are arising as a promising instrument to optimize circulation and alleviate delays. These approaches utilize current data from various inputs, including devices, linked vehicles, and past data, to dynamically adjust ligh