It seems quite evident that AI, both generative and more classical, is going to change the way all industries work. For mobile network operators, AI seems like the tool that will finally turn data into insights that influence how networks and designed, deployed and managed with a laser focus on creating internal value evidenced by TCO and transferring that value to customers with new types of on-demand services.