Addressing the ever-growing issue of urban flow requires advanced approaches. Artificial Intelligence flow platforms are arising as a effective resource to improve movement and reduce delays. These systems utilize current data from various inputs, including cameras, connected vehicles, and previous trends, to adaptively adjust light timing, reroute