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AI · 6 min read

Do small businesses actually need AI?

By Adam Hardegree ·

Written with AI assistance and checked against my published services and prices.

Short version: no, and also yes.

No, you don't need a custom-trained language model. You don't need a team of prompt engineers. You don't need to rewrite your tech stack around "AI-first principles" — whatever your LinkedIn feed is telling you.

Yes, there are three or four tools sitting on the open internet right now that can take real hours off your week, if you spend a Saturday morning pointing them at the right tasks.

The trick is knowing which is which.

The question to ask

Not "should I use AI?" but "what parts of my week do I spend on tasks I could explain to a smart 18-year-old in ten minutes?"

Because that's the part AI is good at. Tasks that are tedious but not complicated. Tasks that follow a pattern you could teach someone, but you don't have the time or budget to hire that someone.

For a lot of small-business owners, the list looks something like this:

  • Responding to the same five customer questions a dozen times a week
  • Taking notes from every meeting and turning them into follow-up emails
  • Writing the first draft of invoices, proposals, or quotes
  • Pulling numbers out of a spreadsheet and typing them into a report
  • Searching through old documents or emails to find something you know you wrote once

Every single one of those is a solved problem in 2026. You just need to know which tool solves it and how to point it at your actual situation.

Where to start (the boring, real answer)

1. ChatGPT or Claude with a Projects feature

$20/month. Upload your style guide, your common FAQs, and a few of your best past proposals. Now it writes in your voice. That's it. That's the hack.

The first thing it fixes is the blank page. You start from a draft instead of from nothing.

2. A transcription tool for every meeting

Otter, Fireflies, or Zoom's built-in one. Turn on the recording, walk out with a summary and action items. Email your follow-up before you've finished your coffee.

3. A custom GPT for your one most-repeated task

This is the one worth paying a human (like me) to set up. You tell me what you do a hundred times a month, we build an assistant that's trained on how you do it, and you put it on your home screen. Common uses: client intake triage, proposal drafting, and answering common pricing questions before they hit a human inbox.

4. Zapier or Make to connect the pieces

Form fills out → AI drafts a response → email goes to the right person with a one-click approve button. This is where most of the saved time lives: the automation between tools, not any single tool.

What you should NOT do

Buy a $50,000 "AI platform" from a salesperson who can't answer the question "what does this actually do for my specific business?" If they can't explain it simply in under a minute, they're selling you a software subscription dressed up as a transformation.

How to know if it's working

You know it's working if, six weeks in, you have to think for a minute before you can remember how you used to do the task. If it feels like it's saving time, it probably is. If it still feels like a chore you're using AI to "make fancier," it isn't worth the money.

That's the whole framework. If you want to find your own repeat tasks first, the free AI Time-Leak Checklist is a good place to start.


Curious what AI could do for your specific business? The half-day AI workflow audit is $750, and you get a written plan of the three to five automations worth building first. If it doesn't show at least 3 hours a week you can win back, I refund the $750. Book a free call to see if it's a fit.