Addressing the ever-growing problem of urban traffic requires advanced strategies. Artificial Intelligence flow platforms are arising as a promising tool to optimize movement and alleviate delays. These approaches utilize live data from various inputs, including cameras, linked vehicles, and historical trends, to intelligently adjust light timing,