Addressing the ever-growing problem of urban traffic requires advanced methods. Artificial Intelligence congestion platforms are arising as a promising resource to enhance passage and alleviate delays. These approaches utilize current data from various sources, including devices, integrated vehicles, and historical trends, to adaptively adjust sign