Addressing the ever-growing issue of urban flow requires cutting-edge approaches. Smart flow platforms are arising as a promising instrument to enhance movement and lessen delays. These approaches utilize current data from various origins, including devices, connected vehicles, and past patterns, to intelligently adjust light timing, reroute vehicl