Addressing the ever-growing problem of urban flow requires advanced methods. AI flow solutions are appearing as a promising tool to improve circulation and alleviate delays. These platforms utilize live data from various inputs, including cameras, connected vehicles, and past data, to intelligently adjust signal timing, reroute vehicles, and give d