Addressing the ever-growing issue of urban flow requires advanced approaches. AI flow systems are arising as a powerful resource to enhance movement and reduce delays. These platforms utilize current data from various origins, including devices, linked vehicles, and past trends, to adaptively adjust signal timing, redirect vehicles, and give operat