AI Agents vs Chatbots: What Is the Difference?

Understand how conversational interfaces differ from scoped agent workflows, tools, approvals, and system actions.

Conversation Is an Interface

A chatbot primarily exchanges messages. It may retrieve information or invoke tools, but a conversational UI alone does not establish authorization to change a business system.

Agents Coordinate Tasks

An agent workflow can use context, tools, state, validation, and escalation to handle a bounded task. Tool access, provider credentials, and tenant policy determine what it can actually do.

Choose by Risk

Use a conversational surface for questions and guided requests; use a governed workflow when the task needs state, evidence, system access, or approval. A product can combine both.

Frequently asked questions

Can a chatbot become an agent?

It can front an agent workflow, but the backend still needs scoped tools, authentication, policy, and evidence.

Do agents always act without people?

No. Workflows can be read-only, proposal-only, approval-gated, or active within narrow scopes.

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