Addressing the ever-growing problem of urban flow requires advanced approaches. AI congestion solutions are arising as a promising instrument to improve passage and lessen delays. These platforms utilize real-time data from various inputs, including devices, connected vehicles, and historical data, to adaptively adjust light timing, redirect vehicl