Last Wednesday night I did the thing every developer warns you never to do. I ran a live demo.
I was teaching a class of small business owners: bakers, artists, caterers, makers. I told Claude to check my email for new quote requests and build an estimate. It found the request, a summer gathering for 90 people. It checked my calendar for the date. It priced the menu from my cost sheet, wrote up a $2,065 quote as a Word document, saved it where it belonged, and drafted the reply email. Then, for reasons I didn't plan, it decided the best way to create that draft was to take control of my computer and click around in Outlook while the whole class watched.
It mostly worked. The quote was right. The draft said the quote was attached, but it wasn't. And the Outlook takeover wasn't anything I asked for. I said so out loud. That moment is this blog in miniature: this stuff is genuinely useful, it's occasionally weird, and it's not ready for blind trust. The gap between those things is where a small business owner needs an honest guide.
Why “AI Schlep”
Schlep is a Yiddish word. It means the tedious haul. Dragging the thing across town, filing the thing, typing the thing in for the third time. Every business runs on schlep: the quotes, the invoices, the follow-up emails, the receipts in a shoebox, the price list that went stale eight months ago.
Nobody opened a bakery because they love data entry. Nobody became a plumber to spend Sunday nights on invoices. The schlep is the tax you pay to do the work you actually chose.
That's the job I want AI doing in your business. Not writing your art. Not replacing your voice. Hauling the boring stuff, so you can spend more of your week on the part that's yours. I think AI should make a small business more human, not less. That's the editorial position of this blog.
A chatbot answers. A coworker gets things done.
You've probably used ChatGPT or Claude in a chat window. You paste something in, it talks back, you copy the answer out, and you finish the work yourself. Useful, but you're still the one doing the hauling.
The shift over the past year is that AI stopped being only a chat window. Set up right, on your own computer, it works more like a coworker:
- It acts. It opens folders, reads all thirty receipts at once, builds the spreadsheet, and saves it where it belongs. The task ends with a finished file, not with text you still have to do something with.
- It connects. With your permission, and only with your permission, it uses the tools you already have: your email, your calendar, your documents. The kit starts with plain files and earns its way to connected accounts later.
- It remembers. You give it plain files with your business profile, rules, prices, and notes. Each session starts by reading those files instead of asking you to explain your business from scratch.
The mental model I teach: a lever lets one person move something far heavier than themselves. The right AI setup lets one owner run like a small team. It's not a toy. It's leverage, and it's the same leverage I use in my own business every day.
What it costs, honestly
The setup in this kit needs a paid Claude plan. As I write this, Claude Pro is twenty dollars a month in the United States, billed monthly. The free tier doesn't include the coworker parts. The kit also needs the Claude desktop app, from claude.com/download, because that's how Claude reaches the business folder on your computer. Access from your phone or the website is starting to roll out, plan by plan, but this local-folder setup depends on the desktop app being open and connected. That's not a limitation, it's the point: a coworker has to be where your files are.
Here's the honest math. If a month of it saves you one hour, and your hour is worth more than twenty dollars, it paid for itself. If that's not true for you, cancel it. Keep the files and what you learned. The kit is free; Claude isn't. No ads, no sponsors, no affiliate links. When I have something of my own to sell, I'll say so in plain words.
There's also a learning curve, and I'm counting it. Give yourself thirty minutes for the first sitting: about ten to set it up, then fifteen to walk through one real project. Spend the next few weeks checking its work before you trust it with anything that leaves your building. You'd do the same with a new hire. This is a new hire.
The starter kit
After that class, I promised the students I'd send them a kit instead of a slide deck. This is it, and it's free for anyone.
The AI Schlep Starter Kit. Everything you need to set up your first AI coworker: a Start Here guide, a ready-to-fill starter folder, a guided interview, five starter playbooks, and three extras for later. One focused 30-minute sitting, no technical background needed.
Setup instructions: the Start Here guide (PDF). A copy also comes inside the kit.
Inside:
- A Start Here guide. Five small steps: unzip, make sure it lives somewhere sensible, rename a folder, point Claude at it, say hello. That's the whole setup.
- A starter folder that sets itself up. When you say hello, your coworker introduces itself, interviews you about your business, writes its own files, and then, with your permission, cleans up its temporary setup files. Ten minutes, mostly talking. Setup has you paste exactly one line into a settings box. Everything after that is conversation and plain files you can read.
- Four doors. Your first projects, and you pick the order: know what to charge, sound like yourself, answer customers faster, or start your week with a briefing. Each takes about 15 minutes and ends with something real in your hands: a quote ready for your review, a brand guide, replies drafted for you, a Monday briefing. Finish any two and the next tier unlocks: connecting your email, updating costs from a photo of a receipt, putting the briefing on a schedule.
- Playbooks. Every job the coworker knows lives as a plain file you can open and read. When it does something you'd want again, you say "turn that into a playbook" and the system grows by one file.
The kit is built around one idea I care about more than any tool: this is a learning system. Every work session teaches it something about your business, but only if you close the loop and save the learning. So the kit teaches that habit in the very first conversation: your coworker ends its own setup by wrapping up the session and, with your permission, clearing away the setup files it no longer needs. Ninety seconds at the end of every session after that. Owners who keep the habit end up with a system that gets sharper every week. Owners who skip it end up with an expensive chat window.
For the skeptics in the room
Some of the sharpest people in that class want nothing to do with AI, and they had reasons: what it means for artists, what the data centers cost the earth, where the greed ends. I'm not going to talk anyone out of those concerns, because I share more of them than you might expect from a person writing an AI blog.
What I can offer is the version of this I believe in. Your creative work stays yours. Your customer relationships stay yours. The AI gets the filing. That doesn't answer every concern about the technology. It does draw a line around what I'm willing to use it for.
What happens next
This blog will be short, practical posts about putting AI to work in a real small business: one problem, one setup, what it cost, what broke. When something fails on me, you'll read about that too. Live demos have made me humble.
Start with the kit. Pick the one task that drains you most, and set up that one thing. When you get stuck, email me at doug@4trades.ai and tell me where, because the next post gets written from exactly those emails.
What's the one task you'd hand off first? That's the question the whole thing starts with. Mine was quotes. I have a feeling yours is sitting in a shoebox.