Addressing the ever-growing problem of urban traffic requires advanced approaches. Smart flow solutions are emerging as a promising resource to improve circulation and lessen delays. These platforms utilize live data from various inputs, including devices, linked vehicles, and past data, to intelligently adjust light timing, guide vehicles, and pro