What “AI automation” and “AI agents” really mean for small businesses

That makes sense. The survey asked about AI that makes the product or delivers the service, and if you cut hair, fix furnaces or bake bread, AI doesn't do the work your customers pay for. But it didn't ask about all the work around it: answering enquiries, following up with people you met, sorting receipts, remembering who to call back. That's where AI can help a small business most, and it's work you can start handing off this week.

Growing a business usually means handing some of the work to someone else. Today, part of that someone can be AI. Here's what that looks like in practice.

What it looks like: a few simple steps, with AI in the middle

Most small-business automation that works today is a short workflow: a few steps in a row. Some steps are fixed: they do the same thing every time, like adding a row to a spreadsheet. Others need a bit of judgment or research, like reading a messy business card or looking someone up. Those are the ones AI takes on.

Here's a workflow we use ourselves, for finding customers. Say you come back from a networking event with a stack of business cards. If you connected on LinkedIn instead, screenshots of their profiles work the same way.

To start, you don't need special software. You can upload the photos to ChatGPT or Claude and ask for a table with one row per card. Paste the table into a Google Sheet, then ask the same chat to look up each contact and draft an opening line.

These are other people's details, so it's worth a quick look at the AI tool's data settings first. Many tools let you turn off training on your conversations.

As you review the drafts, you'll notice you make the same fixes again and again, like adding where you met. Each of those can become a simple rule in your instructions to the AI, so the workflow needs a little less of your help each time.

Once one workflow is working, the same shape fits other chores. Here are three that come up in a lot of small businesses, with the fixed part and the AI part spelled out.

• Receipts. The fixed part: every receipt goes to one place, like a dedicated email folder or a shared drive folder, and every month ends up in the same spreadsheet columns. The AI part: reading each receipt and sorting it into your categories. You review the monthly summary before it goes to your bookkeeper.
• Reviews. The fixed part: new reviews arrive by email notification and get copied into one list. The AI part: summarizing what people liked and didn't, and drafting a thank-you. Anything below three stars is flagged for you the same day, so an unhappy customer hears from you quickly.
• Your Friday summary. The fixed part: at the same time each week, the week's sales, unanswered messages and follow-ups due are pulled into one place. The AI part: turning that into a half-page summary in plain words. It lands in your inbox, and Monday starts with a clear list.

Where to start: one chore, done once

It's tempting to start with "automate my business," but that's a lot to ask of any tool. It usually goes better to pick one task, watch it run, and then add the next step.

The first try can be as simple as pasting the pile into a chat. Here's what that could look like for receipts:

That last line is doing a lot of work. It asks the AI to tell you where it's unsure, which is the start of your "flag it for me" step.

From there:

1. Do it once and time it. Compare it with how long the chore usually takes you.
2. Add the fixed steps around it. That means a fixed place the work arrives (one folder), a fixed shape it leaves in (the same spreadsheet columns), and a fixed time it happens (a Friday calendar reminder). These are what turn a one-off chat into a workflow you can rely on.
3. Keep a "flag it for me" step for the first few weeks. For receipts, that might be anything over $500, any vendor the AI hasn't seen before, or anything it marked as unsure. Those go into a "Check" column. Once the flags are mostly false alarms, you can decide which parts run on their own.

Some tasks are better added later, once the rest has run smoothly for a while: anything that sends money, makes a legal commitment, or handles customers' personal data in bulk. A supplier invoice paid twice, or a refund sent to the wrong account, takes real effort to undo. Those steps are worth adding with someone checking.

The next step: let AI write a small tool for you

Once a workflow is running, you'll likely find yourself doing the same fixed steps by hand each week: filtering a list, copying rows, checking dates. AI can write a small program that does those for you. It's a newer option, and easier than it sounds.

Back to the business cards. Once your contacts are in a Google Sheet, you can ask for a tool that finds everyone you haven't followed up with yet. The request can be as plain as this:

A task with an exact answer, like this one, is what small tools do well. Here's how to run it, without any coding:

1. Make a copy of your Sheet, so you can try things safely.
2. Paste your request into Claude or ChatGPT. Using your real column names helps the script work the first time.
3. In your Sheet, go to Extensions → Apps Script, paste the script in, and press Run. Google will ask for permission to read your Sheet.
4. If you see an error, copy it back into the chat and ask for a fix. It usually takes one or two tries.
5. Open the new "To follow up" tab, paste the list into your AI chat, and ask for a short follow-up note for each person. Read each one before you send it.

Once it works, you can ask the chat how to run it on a schedule, for example every Monday morning, so the list is waiting for you when you start the week.

The tool can also call AI directly to write the notes. That needs an account key from the AI company, and there's a small usage cost. Starting with the tool for the fixed part and a chat for the AI part is simpler, and you can connect them later.

What's nice about a small tool is that it does exactly the same thing every time and costs almost nothing to run. When it gets something wrong, you can see where, and fix it.

A helpful question before you buy an AI product

When you're looking at AI tools, or products sold as "AI agents," one question tells you a lot:

• If the answer is "you'd handle it," it's a faster assistant. That's useful, and the work still comes back to you.
• If the answer is "it stops and flags it," it works like the workflows above. For regular business work, that's usually what you want.
• If the answer is "it figures it out," that's an AI agent. It's worth asking how you'd know when it figured wrong.

A few follow-up questions help too: Can I see what it did, and why? Can I undo it? Where does my customers' information go? A good vendor will be happy to answer all three.

For this week

Pick one task. Do it once with any AI tool, and time it. That's the whole first step, and it costs nothing.

If it saves you time, next week you can add one fixed step around it, like a folder where the work always arrives. That's your first workflow.