Addressing the ever-growing challenge of urban congestion requires cutting-edge methods. Artificial Intelligence flow platforms are arising as a powerful tool to improve passage and alleviate delays. These systems utilize real-time data from various sources, including sensors, integrated vehicles, and past data, to adaptively adjust traffic timing,