Addressing the ever-growing issue of urban congestion requires innovative strategies. Artificial Intelligence congestion systems are arising as a effective instrument to improve circulation and reduce delays. These approaches utilize real-time data from various sources, including cameras, connected vehicles, and historical data, to dynamically adju