Addressing the ever-growing challenge of urban congestion requires innovative methods. AI flow systems are arising as a promising instrument to improve passage and reduce delays. These approaches utilize real-time data from various inputs, including sensors, integrated vehicles, and historical patterns, to adaptively adjust signal timing, guide veh