Addressing the ever-growing issue of urban congestion requires innovative approaches. AI traffic platforms are emerging as a powerful instrument to improve movement and reduce delays. These systems utilize real-time data from various origins, including cameras, integrated vehicles, and historical patterns, to dynamically adjust light timing, guide