Addressing the ever-growing issue of urban traffic requires cutting-edge methods. Artificial Intelligence flow platforms are appearing as a powerful instrument to improve passage and reduce delays. These systems utilize real-time data from various origins, including cameras, integrated vehicles, and past patterns, to adaptively adjust traffic timin