Addressing the ever-growing issue of urban flow requires advanced strategies. Artificial Intelligence congestion platforms are arising as a promising instrument to enhance circulation and reduce delays. These platforms utilize current data from various origins, including cameras, connected vehicles, and previous patterns, to intelligently adjust tr