Addressing the ever-growing issue of urban flow requires advanced strategies. Artificial Intelligence traffic platforms are appearing as a powerful resource to enhance passage and lessen delays. These approaches utilize live data from various origins, including sensors, integrated vehicles, and historical data, to adaptively adjust light timing, re