Addressing the ever-growing challenge of urban flow requires cutting-edge strategies. Artificial Intelligence congestion systems are appearing as a effective instrument to optimize passage and lessen delays. These platforms utilize live data from various origins, including cameras, connected vehicles, and previous patterns, to intelligently adjust