AI in insurance is advancing, but it is not yet transforming the industry. We are moving beyond systems that analyze and recommend and toward ones that can act, by initiating claims workflows, flagging fraud in real time, adjusting underwriting decisions, and orchestrating next-best actions. This shift toward agentic AI is often described as a turning point, and it is, but not for the reasons most narratives suggest.