AI Agent vs Chatbot: Practical Differences

What to assess A chatbot primarily exchanges messages and answers questions. An agent may plan steps and use tools to read data or take actions.

How to apply it The distinction matters because tool access creates new risks. Define allowed actions, permission boundaries, approvals, and audit logs before adding autonomy.

Operational considerations Start with the simplest useful flow: a knowledge assistant or staff-facing draft can often deliver value before autonomous actions are needed.

Next step Evaluate success using completed tasks, human corrections, cost, and failure modes. Keep a human handoff for exceptions.