Addressing the ever-growing challenge of urban congestion requires cutting-edge approaches. Artificial Intelligence traffic systems are appearing as a promising tool to enhance passage and lessen delays. These platforms utilize current data from various inputs, including cameras, linked vehicles, and past data, to dynamically adjust traffic timing,