Addressing the ever-growing problem of urban traffic requires cutting-edge strategies. Smart flow solutions are emerging as a powerful instrument to enhance circulation and reduce delays. These platforms utilize real-time data from various origins, including devices, connected vehicles, and past patterns, to intelligently adjust light timing, redir