Addressing the ever-growing issue of urban flow requires advanced methods. Artificial Intelligence traffic solutions are emerging as a powerful tool to enhance movement and reduce delays. These approaches utilize current data from various sources, including cameras, connected vehicles, and historical data, to intelligently adjust signal timing, red