Addressing the ever-growing problem of urban congestion requires advanced methods. Artificial Intelligence flow platforms are emerging as a effective resource to optimize passage and alleviate delays. These approaches utilize live data from various origins, including sensors, integrated vehicles, and past data, to adaptively adjust traffic timing,