Addressing the ever-growing problem of urban flow requires innovative methods. AI traffic platforms are emerging as a powerful instrument to enhance movement and reduce delays. These approaches utilize current data from various origins, including cameras, integrated vehicles, and previous trends, to adaptively adjust signal timing, redirect vehicle