Addressing the ever-growing issue of urban flow requires cutting-edge approaches. Artificial Intelligence congestion platforms are emerging as a effective instrument to optimize circulation and lessen delays. These approaches utilize current data from various sources, including cameras, connected vehicles, and past data, to dynamically adjust signa