Addressing the ever-growing challenge of urban traffic requires cutting-edge methods. Artificial Intelligence traffic solutions are appearing as a powerful instrument to optimize movement and alleviate delays. These systems utilize real-time data from various sources, including sensors, linked vehicles, and historical patterns, to dynamically adjus