Addressing the ever-growing challenge of urban congestion requires advanced strategies. AI flow platforms are arising as a effective tool to improve movement and alleviate delays. These systems utilize live data from various origins, including devices, linked vehicles, and previous trends, to dynamically adjust light timing, redirect vehicles, and