Addressing the ever-growing challenge of urban flow requires advanced approaches. Artificial Intelligence traffic solutions are arising as a powerful instrument to enhance circulation and reduce delays. These systems utilize current data from various sources, including devices, linked vehicles, and historical trends, to dynamically adjust traffic t