Addressing the ever-growing issue of urban congestion requires innovative approaches. AI flow platforms are emerging as a effective resource to improve passage and lessen delays. These approaches utilize current data from various origins, including cameras, connected vehicles, and previous patterns, ai in real-time traffic management to adaptively