Addressing the ever-growing problem of urban flow requires innovative methods. AI traffic solutions are emerging as a promising instrument to optimize movement and reduce delays. These approaches utilize current data from various sources, including devices, integrated vehicles, and past trends, to adaptively adjust signal timing, guide vehicles, an