Addressing the ever-growing problem of urban traffic requires advanced methods. Artificial Intelligence flow systems are appearing as a promising tool to optimize passage and reduce delays. These platforms utilize current data from various origins, including cameras, linked vehicles, and historical patterns, to intelligently adjust light timing, gu