Addressing the ever-growing challenge of urban flow requires cutting-edge strategies. AI congestion platforms are emerging as a promising tool to optimize passage and alleviate delays. These platforms utilize current data from various origins, including devices, connected vehicles, and historical data, to intelligently adjust signal timing, guide v