Addressing the ever-growing problem of urban congestion requires cutting-edge methods. Artificial Intelligence traffic platforms are appearing as a powerful resource to optimize passage and reduce delays. These approaches utilize current data from various inputs, including cameras, linked vehicles, and historical patterns, to dynamically adjust sig