Addressing the ever-growing issue of urban flow requires innovative approaches. Artificial Intelligence flow platforms are appearing as a effective resource to enhance circulation and alleviate delays. These approaches utilize live data from various sources, including cameras, connected vehicles, and historical patterns, to adaptively adjust traffi