Addressing the ever-growing issue of urban flow requires innovative methods. AI flow solutions are arising as a powerful tool to optimize passage and lessen delays. These platforms utilize real-time data from various origins, including sensors, linked vehicles, and previous patterns, to dynamically adjust light timing, redirect vehicles, and provid