Addressing the ever-growing challenge of urban traffic requires advanced approaches. AI traffic solutions are arising as a powerful instrument to improve passage and lessen delays. These platforms utilize live data from various sources, including cameras, connected vehicles, and historical trends, to adaptively adjust light timing, guide vehicles,