Why I build with AI, and what it should never do

AI isn't better than people. It's better at a few jobs, the ones that wear people down:

• It's always awake. It can answer the phone during the rush, when nobody has a free hand. After close, ours tells callers your hours.
• It never gets tired. The hundredth call of the day gets the same patience as the first.
• It reads everything. A hundred reviews, start to finish, without skimming the long ones.
• It checks every number, every time. Not just when someone has time.
• It puts notes where your kitchen will see them. On our phone line, a caller's allergy goes on the ticket and shows in red on the kitchen screen. Your kitchen still decides what's safe.

And then there's everything only people can do: making a guest feel welcome, tasting a sauce and knowing it needs salt, reading a room, deciding what your restaurant stands for. Cooking the food.

The Bureau of Labor Statistics projects restaurant cook jobs will grow 12% from 2025 to 2035^[1]. In 2024, 69% of operators said technology will help their staff rather than replace them^[2]. I agree with them.

I don't think of AI as just a tool. I think of it as an extension of us, of each person who uses it.

People close to me run restaurants, and I've seen how hard it is to tell where the money goes when you're busy every night. I wanted to build help for them, and I came to AI out of frustration.

When I look at something, I tend to see what it needs in order to work. A rocket engine needs fuel to burn. A rock breaks glass because of what it's made of. Most days I can picture how a thing should be built before I start. That's a blessing and a weight, because seeing it isn't the same as building it.

For years I looked for help. I hired freelancers and I worked with other people. It was hard to find someone who saw the idea the way I did.

AI changed that. For the first time, the only limit on what I can build is my imagination and how hard I'm willing to push. For the first time in my life, I feel free when it comes to making things. That's what made me sure.

I believe AI can do for a small restaurant what a bookkeeper and a front desk would do, if you could afford both: watch the numbers, answer the phone, read what guests say, and never get tired of it.

That matters, because running a restaurant is hard right now. In 2025, 42% of restaurant operators said their restaurant wasn't profitable^[3]. In August 2026, people who work in restaurants and hotels quit at nearly twice the rate of workers overall^[4]. And 89% of consumers expect business owners to respond to reviews^[5], on top of everything else you already do in a day.

Here is what I believe the next 5 to 10 years can bring: owners who can see where their money goes, and why. Money lost to avoidable costs, spotted in the same week instead of at the end of the month. Help a single restaurant can afford, not only the big chains. Less of your team's day spent on the jobs nobody wants, and more of it with guests.

These are my beliefs, not promises about your restaurant. They're the reason I built this site.

AI also makes mistakes, and I'd rather say so than have you find out. Google itself warns that AI like its Gemini apps can “hallucinate” and present inaccurate information as fact^[6]. When reporters tested New York City's own business chatbot, it said employers could take a cut of their workers' tips^[7]. New York law forbids that^[8].

So I keep AI on a short leash here. It never sets a dollar figure in your report or a price on a phone order. On the phone line, the person a caller reaches is one of your own staff, on the number you choose. Nothing is posted in your name: the review reader drafts replies, and you post them yourself. The decisions stay with you and your team.

• The free check uses no AI at all, on purpose. Your grade and every dollar figure come from fixed formulas, so the same answers always give the same numbers. Our Methodology page shows how each one is worked out.
• In the full report, AI helps write the words around your numbers. Google's Gemini drafts the plain-English explanations, and our software checks that every figure matches our own math. Then a second AI, from a separate company called TypeSafe, reads the text before it's sent. The full report is paid, and you see its price before you pay anything.
• The AI phone line answers the calls your team misses. It says it's an AI, takes pickup orders from your menu, reads each one back and places it only after the guest says yes. Prices come from your menu, never from the AI. A guest who says “staff” goes to your team, and it never tells anyone a dish is safe for an allergy. In English, Spanish or both. It keeps written transcripts only, never a recording of a voice, and deletes them after 90 days. So you can stay with the guests in front of you when the phone rings at the rush. See the AI phone line
• The review reader reads your newest Google reviews, up to 100, and shows what guests praise and complain about. It drafts a reply to each, and you read it, change it and post it yourself. So you can decide which complaint to fix first, and answer without giving up your night. See the review reader
• Our AI restaurant expert answers your questions about food cost, labor, tips and state rules, from sourced guides and our own calculators. So you can get a plain-English answer when the question comes up, even after close. Ask a question
• The plate cost calculator can read a recipe from a photo or PDF and fill in the ingredients for you to check, so you can price a dish without typing it all in.
• AI table bookings for the phone line. The same AI books tables from your own table book, by your hours and rules. See AI table bookings
• Our free calculators work inside AI assistants, too. They're listed in the official MCP Registry, a public list of tools for AI assistants. Once you add our free connector, the assistant you already use can run our numbers for you.

Three things tell me we're at the very start.

AI has become much cheaper, fast. Running AI at the level of the first ChatGPT got more than 280 times cheaper between November 2022 and October 2024^[9]. To me, that means help that once only big chains could pay for can now reach a single restaurant.

It's spreading faster than anything I've seen. Stanford's AI Index found that generative AI reached 53% adoption within three years, faster than the personal computer or the internet. The US is lower, at about 28%^[10].

And restaurants have barely started. About a quarter of operators (26%) say they use AI tools, and only 6% use it to take orders^[11]. So if you haven't tried any of it yet, you're in good company.

History says the big gains come later. Electric power arrived in the early 1880s. American factories didn't get much more productive from it until the 1920s, once owners rebuilt how the work was done around it^[12]. I believe AI will follow the same path: a little help at first, then whole new ways of running a restaurant.

I believe this is a once-in-a-lifetime moment. I've never been this sure of anything I've built with.

I'm grateful for this technology. It let me build something I could only see in my head before. And it lets me put help in front of owners who never had a finance team, or anyone to pick up the calls they miss.

If I'm honest, one thing about AI makes me sad. I won't be here in 50 or 100 years to see where it goes. I'd love to see what restaurants look like then. I'll settle for helping build the start of it.