Addressing the ever-growing problem of urban flow requires cutting-edge strategies. Artificial Intelligence traffic systems are appearing as a powerful resource to enhance movement and alleviate delays. These systems utilize real-time data from various sources, including cameras, linked vehicles, and previous trends, to dynamically adjust light tim