Addressing the ever-growing challenge of urban congestion requires cutting-edge approaches. Artificial Intelligence congestion solutions are appearing as a powerful resource to improve movement and lessen delays. These approaches utilize live data from various inputs, including sensors, connected vehicles, and previous patterns, to adaptively adjus