Addressing the ever-growing challenge of urban congestion requires advanced approaches. AI traffic solutions are emerging as a effective resource to optimize movement and reduce delays. These approaches utilize current data from various inputs, including devices, connected vehicles, and previous patterns, to adaptively adjust signal timing, redirec