Addressing the ever-growing challenge of urban congestion requires cutting-edge approaches. Artificial Intelligence flow solutions are appearing as a effective instrument to improve movement and alleviate delays. These systems utilize current data from various sources, including cameras, linked vehicles, and past trends, to intelligently adjust lig