Addressing the ever-growing issue of urban congestion requires cutting-edge methods. AI flow platforms are arising as a promising resource to enhance circulation and lessen delays. These systems utilize current data from various inputs, including cameras, integrated vehicles, and past trends, to adaptively adjust signal timing, redirect vehicles, a