AI agents follow predefined rules like chatbots. Agentic AI is self-directed it sets goals, plans actions, and adapts without constant oversight. A chatbot is an agent; an autonomous legal researcher or document processor with feedback loops is agentic. Understanding the difference helps you choose the right architecture for autonomy and reliability.