Addressing the ever-growing issue of urban traffic requires advanced strategies. Artificial Intelligence traffic systems are arising as a promising instrument to optimize movement and alleviate delays. These platforms utilize live data from various inputs, including sensors, integrated vehicles, and historical patterns, to adaptively adjust signal