Addressing the ever-growing challenge of urban traffic requires innovative strategies. AI traffic solutions are appearing as a effective instrument to improve movement and lessen delays. These systems utilize real-time data from various origins, including sensors, integrated vehicles, and past trends, to dynamically adjust signal timing, redirect v