AI in Commercial Kitchens: What UK Caterers Actually Need to Know in 2026
I have spent more than thirty five years in kitchens. I have seen the microwave arrive, then the water bath, then the combi oven, and every single time somebody told me the machine was going to replace the chef. It never did. What it did do, every time, was change the job. Free up a pair of hands. Take one more repetitive task off the pass so the people could get on with the work that actually needs a person.
Artificial intelligence is the latest one on that list. And unlike a lot of the noise around it, this one has already walked through the back door of UK kitchens while most operators were still arguing about whether it was real.
Here is the number that made me sit up. A 2026 study from Access Hospitality found that roughly a third of UK and Ireland operators are already using AI tools somewhere in the business, and around a quarter are using them inside the kitchen itself. I would treat those figures as a guide rather than gospel, they come from an industry survey and the exact percentages will shift depending on who you ask. But the direction is not in doubt. This is no longer a conversation about the future. It is a conversation about the kitchen down the road that has already started.
So let me do what I always try to do on this blog. Cut through it. No jargon, no salesman's promises. Just where AI is genuinely earning its place in a commercial kitchen right now, and where I would tell you to start if you run a café, a restaurant, a pub kitchen or a central production unit.
Most kitchens start with the bin, and they are right to
If you take one thing from this piece, take this. The operators seeing real money back from AI did not start with something clever. They started with something boring. They started with the bin.
Food waste is the quietest killer of gross profit in this industry. It goes out the back door in scraps, in over-ordering, in prep that never gets used, in the spoilage nobody logged. You feel it at the end of the month when the numbers do not add up, but you can rarely point at the exact place it leaked. That is exactly the kind of problem a machine is good at. It does not get tired, it does not forget to weigh the tray, and it does not have a bad Saturday.
AI waste tracking tools sit on a set of scales and a camera by the bin, log what is being thrown and when, and give you a picture of where your money is actually going. The vendors selling these systems cite food cost reductions in the region of two to eight percent. I would knock a bit off any supplier's headline claim on principle, but even the bottom of that range is real money on a tight kitchen. On a site turning over serious covers, a two percent food cost saving is the difference between a good year and a flat one.
The reason I like this as a starting point is that it does not ask your team to trust a black box with anything important. It just watches the bin and tells you the truth. And the truth about waste is usually uncomfortable enough to pay for itself.
Forecasting and prep planning, or how to stop guessing
The second place AI is quietly doing good work is in demand forecasting and prep planning. Every kitchen I have ever run lived and died on the prep list, and the prep list lived and died on a guess. How many covers tomorrow. How much of the special will we sell. Do we prep for a busy one and risk the waste, or prep light and risk running out and disappointing people.
That guess is usually made by an experienced head chef reading the weather, the diary, the football fixtures and thirty years of gut feel. And a good chef is remarkably accurate. But they cannot be there every day, they take holidays, and the knowledge walks out the door when they leave.
AI forecasting takes your booking data, your historical sales, the local events, even the weather, and turns it into a prep number. It does not replace the chef's judgement. It backs it up, and it captures it so the whole team can use it. When you are short staffed, and I will come to staffing in a minute, that consistency is worth a great deal. It means the Tuesday-night team preps to the same standard as the Saturday-night team, because they are working from the same intelligence rather than the same guess.
The reason all of this matters more than it did last year
Here is the part I feel most strongly about, because it is not really a technology story at all. It is a staffing one.
The UK lost somewhere around fifty nine thousand hospitality employees in the twelve months to early 2026, according to ONS figures, and chefs are the hardest hit role of the lot. The overseas recruitment pipeline that used to plug the gap has narrowed dramatically. College enrolments in professional cookery have not scaled to fill the space. I am not going to pretend I can tell you the exact state of the visa rules by the time you read this, they keep moving, so check the current position before you make plans around it. But the shape of the problem is clear enough to anyone standing on a pass on a Friday night. There are not enough hands, and you cannot simply hire your way out of it any more.
That changes the whole question. For years the answer to being busy was to put another body in the kitchen. That option is closing. So the only lever left is to help the team you already have do more, waste less, and work smarter. And that is precisely what these tools are for. AI in the kitchen is not about replacing chefs. In 2026 it is about surviving the fact that you cannot find enough of them.
Where I would tell you to be careful
I would not be doing my job if I only sold you the upside. A few honest warnings.
The biggest concern operators name about AI is data security and privacy. In the same Access Hospitality research, roughly half of operators put that at the top of their worry list, and the smaller businesses were the most cautious of all. That instinct is sound. Before you hand any supplier your sales data, your supplier list or your staffing information, ask them plainly where that data lives, who else can see it, and what happens to it if you walk away. If they cannot answer clearly, that tells you something.
Second, do not buy the whole shop at once. The kitchens getting value out of this are the ones that picked one problem, usually waste, proved it worked on one site, and only then moved on. The ones wasting money are the ones who bought a glossy all-in-one platform because a rep dazzled them at a trade show. Start small, measure it, and let the results decide the next step.
Third, and this is the one nobody selling the software will tell you. A tool is only as good as the team using it. If your staff do not understand what the system is telling them or why it matters, the fancy dashboard becomes another screen everyone ignores. The technology is the easy part. Getting a busy kitchen team to actually change how they work is the hard part, and it is the part that decides whether any of this pays off.
The real skill is knowing what to do with it
That last point is the whole reason I do the work I do. I have watched good kitchens buy good equipment and get nothing back from it, because nobody showed the team how to fold it into the way they already work. AI is going to be exactly the same, only more so, because it is less familiar and easier to distrust.
The winners over the next few years will not be the operators with the biggest technology budget. They will be the ones whose teams actually understand the tools, trust them enough to use them, and know which numbers to act on. That is a training problem, not a software problem. And training is where the return on all this investment actually gets unlocked.
At On The Pass Consultancy I help catering businesses do exactly that. Not sell you software, I have no dog in that fight. I help you work out where AI genuinely fits your kitchen, choose the right starting point, and get your team confident and capable with it so the investment pays for itself. That comes from thirty five years of standing where you stand, not from a brochure.
If the chef shortage is squeezing you, if your food cost is creeping and you cannot find the leak, or if you have looked at all this AI talk and thought there must be a sensible way in, that is precisely the conversation I want to have with you.
Have a look at how the AI-powered training works, and let us find the right first step for your kitchen.
