Addressing the ever-growing issue of urban flow requires cutting-edge strategies. Artificial Intelligence congestion platforms are appearing as a promising tool to optimize passage and lessen delays. These platforms utilize real-time data from various sources, including devices, connected vehicles, and past trends, to dynamically adjust signal timi