Abstract In the last month, one of the clearest technology and management trends has been the rapid shift from generative artificial intelligence as a passive assistant toward agentic artificial intelligence as an active decision participant inside organizations. Recent industry and policy discussions increasingly describe AI agents not simply as tools that answer questions, but as systems that can observe conditions, interpret signals, recommend choices, trigger workflows, a
