Addressing the ever-growing challenge of urban flow requires innovative methods. Artificial Intelligence flow systems are arising as a powerful tool to enhance passage and alleviate delays. These approaches utilize live data from various sources, including cameras, connected vehicles, and historical trends, to adaptively adjust traffic timing, redi