As AI reshapes knowledge work, organizations must prepare for more than new tools—they must prepare for a new professional identity. This article explores Gartner's three waves of AI adoption, from AI as an assistant to AI as autonomous agents, and explains why Wave 3 demands a shift from creating work to directing and evaluating AI systems. Learn why the future belongs to leaders who develop judgment, oversight, and orchestration skills, and how organizations can help employees transition from makers to managers in an AI-driven workplace.