AI adoption has crossed a threshold. The first wave – retrieval-augmented generation, stateless assistants, light automation – gave enterprises a taste of what was possible. What’s emerging now is categorically different: agentic systems that plan, remember, and act. They don’t answer questions. They execute workflows, coordinate with other agents, and operate continuously across the enterprise.