Addressing the ever-growing challenge of urban traffic requires cutting-edge strategies. Smart flow solutions are emerging as a effective tool to enhance passage and reduce delays. These approaches utilize current data from various inputs, including devices, linked vehicles, and previous trends, to intelligently adjust light timing, redirect vehicl