Addressing the ever-growing issue of urban traffic requires innovative strategies. Artificial Intelligence flow systems are appearing as a effective instrument to enhance movement and lessen delays. These platforms utilize real-time data from various sources, including cameras, connected vehicles, and past data, to adaptively adjust light timing, g