Addressing the ever-growing problem of urban traffic requires cutting-edge strategies. Smart flow solutions are emerging as a effective resource to enhance movement and lessen delays. These systems utilize live data from various inputs, including sensors, connected vehicles, and past data, to dynamically adjust light timing, reroute vehicles, and g