Addressing the ever-growing challenge of urban flow requires advanced approaches. Artificial Intelligence congestion systems are emerging as a effective resource to improve movement and lessen delays. These platforms utilize current data from various origins, including cameras, linked vehicles, and historical data, to dynamically adjust traffic tim