Addressing the ever-growing challenge of urban flow requires advanced approaches. AI traffic platforms are appearing as a effective instrument to enhance circulation and alleviate delays. These platforms utilize real-time data from various sources, including cameras, linked vehicles, and past patterns, to dynamically adjust light timing, guide vehi