Addressing the ever-growing challenge of urban congestion requires advanced strategies. Artificial Intelligence congestion platforms are appearing as a effective tool to improve circulation and alleviate delays. These platforms utilize real-time data from various inputs, including cameras, connected vehicles, and historical trends, to adaptively ad