Addressing the ever-growing problem of urban flow requires advanced methods. AI flow platforms are appearing as a effective tool to improve passage and reduce delays. These systems utilize live data from various origins, including devices, connected vehicles, and historical data, to adaptively adjust traffic timing, redirect vehicles, and offer dri