Addressing the ever-growing issue of urban flow requires advanced approaches. Artificial Intelligence flow platforms are appearing as a promising resource to enhance movement and lessen delays. These platforms utilize live data from various inputs, including cameras, connected vehicles, and historical trends, to adaptively adjust signal timing, gui