Lesson 1 of 6

From chatbot to agent: what changes

A chatbot answers. An agent works toward a goal, takes steps and uses tools. Here's the difference, with a business example.

3 min readBy Michael Alos

When you use a chat assistant, you ask, it answers, and then you do the work. You copy the draft into an email, look up the customer, update the spreadsheet.

An AI agent goes further. You give it a goal, and it works out the steps, takes actions using tools it has been connected to, looks at the results, and keeps going until the job is done or it needs you.

A simple example

Here's a request you could give each one:

"Find every inquiry from this week that hasn't had a reply, draft a response to each, and put them in my drafts folder."

  • A chatbot can't do this. It can't see your inbox. At best, it can help you write one reply at a time if you paste each email in.
  • An agent connected to your email could search for unanswered inquiries, read each one, draft a reply in your style, and save the drafts for you to review.

Same AI underneath. The difference is the goal, the tools, and the ability to take several steps on its own.

It's a spectrum, not a switch

It helps to think of four levels:

  1. Chat assistant. You ask, it answers. You do everything else.
  2. Assistant with tools. It can search the web, read files or check your calendar when you ask it to.
  3. Workflow with an AI step. A fixed process runs automatically, and AI handles one part of it, like drafting a reply or sorting an email.
  4. Agent. It decides which steps to take, in what order, using the tools it has, to reach a goal.

Many products sold as "agents" are really level 2 or level 3. That isn't a criticism. Levels 2 and 3 are often exactly what a small business needs. But it's worth knowing what you're buying.

Why this matters to an owner

Agents can take real work off your plate, not just help you do it faster. They can also take real actions you didn't intend if they're set up carelessly. The rest of this course covers how they work, so you can tell the useful ones from the risky ones.

Try this (5 minutes)

Think of one task you do every week that involves several steps across different apps. For example: "check new orders, update the spreadsheet, email the customer."

Write the steps down as a numbered list. Then mark which steps need judgment and which are the same every time. You've just done the first thing anyone does before building an agent or a workflow.

Common mistakes

  • Assuming anything called an "agent" can run on its own without supervision.
  • Thinking a chatbot on your website is an agent. Most just answer questions.
  • Jumping straight to an agent when a simple automation would do.

Check yourself

What's the main difference between a chatbot and an agent?

A chatbot answers and you do the work. An agent works toward a goal by taking several steps and using tools on its own.

What three things does an agent have that a basic chatbot doesn't?

A goal to work toward, tools it can use to take actions, and the ability to take several steps on its own.

What's a "workflow with an AI step"?

A fixed, automatic process where AI handles one part of it, such as drafting a reply.

Where could AI give your business the most back?

Answer thirteen questions and get your biggest opportunities ranked, with a rough figure for each. Free, about four minutes, no email required.

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