Addressing the ever-growing challenge of urban congestion requires advanced strategies. Artificial Intelligence congestion platforms are arising as a powerful resource to optimize movement and lessen delays. These approaches utilize current data from various origins, including sensors, connected vehicles, and past data, to adaptively adjust light t