Addressing the ever-growing challenge of urban traffic requires cutting-edge approaches. AI flow platforms are appearing as a promising instrument to enhance passage and alleviate delays. These approaches utilize live data from various origins, including devices, integrated vehicles, and previous trends, to adaptively adjust traffic timing, guide v