Addressing the ever-growing issue of urban traffic requires innovative approaches. Artificial Intelligence flow platforms are emerging as a promising instrument to optimize passage and alleviate delays. These approaches utilize current data from various origins, including sensors, integrated vehicles, and historical patterns, to dynamically adjust