Semantic Control Platform · Culinary
Confidential — 2026

The kitchen
that learns your taste.

Software that learns each chef's own words for how a dish should come out — crispier, less dry, more color — and tunes the oven to that chef over time.

In one sentence: it's the intelligence that goes inside professional ovens, so a head chef's palate can be dialed into every kitchen they run.

One brain · any oven · learns each chef
— and makes every location taste the same

Presented by Bobby Brooks

A professional combi oven — the platform learning the chef who runs it
One palate · every kitchen
What changed — and what's missing

Pro kitchens went digital.
The ovens still don't know the chef.

Today's professional ovens are computers. A combi oven holds hundreds of cooking programs — exact steps of heat, steam, humidity, fan and time — and the best ones are even connected to the cloud. Impressive. But every oven runs the same factory programs the same way for everyone who touches it.

Today's smart oven

It runs a program

You load a recipe and the oven follows the steps. The numbers mean the same thing for everyone. Your "crispier" and the line cook's "crispier" never reach the machine at all — somebody has to guess the settings by hand. The oven never learns the chef.

Our software

It learns the chef

The same word means something different to every cook. Our software learns what you mean by "crispier" or "less dry," turns it into the right change to heat, steam and time, and remembers it. Dial it in once — every oven, every shift, every location runs it your way.

Where we fit

A combi oven is a
parameter space — and taste is personal.

A combi oven is the workhorse of every serious kitchen — restaurants, hotels, hospitals, schools, catering, every fast-casual chain. It is built around exactly what our platform was made to steer: a rich set of adjustable controls — temperature, humidity, fan, time, multi-stage steps — where there is no single right answer, only the answer a particular chef wants.

Today's ovens read a recipe card or a saved program. None of them learn the chef's own words for how the food should come out. Ours does.
Where we start

One chef's palate,
dialed into every location.

The number-one problem for any restaurant group: a dish should taste identical at every location, but it comes out however whoever's on the line that night makes it. We start here — because it's the clearest, most valuable thing to prove. The head chef tunes a dish once, in plain words, and our brain pushes that calibrated result to every connected oven in the company.

The pain
Consistency across locations
The same menu item tastes different store to store, shift to shift. Brands lose the one thing they sell: a dish customers can count on.
The fix
A consistency engine
The head chef dials a dish in by talking to it. Our software learns their palate and sends the exact cook to every oven — no guessing on the line.
Why it sticks
It gets better, and it's theirs
Every chef's vocabulary lives in the software and travels with the brand. The longer they use it, the more it's tuned to them — and the harder it is to replace.
How far it reaches

Not just ovens —
any kitchen tool a chef dials in.

Inside food alone the reach is huge. Anywhere there's a controllable machine and a personal sense of taste, the same software learns the chef's preference and tunes the tool to them. The connected combi oven is where we start; this is the wider kitchen it fits.

Combi ovens
The connected workhorse of pro kitchens — temperature, steam, humidity, time, multi-stage. Where we begin.
Where we start
Espresso & coffee programs
Profile machines that shape pressure, temperature and flow over time. "Sweeter, less bitter" — the house cup, on every bar.
Kitchen reach
Precision & sous-vide cooking
Time-and-temperature cookers tuned to a chef's exact doneness, repeated perfectly across a brigade.
Kitchen reach
Brewing & fermentation
Mash schedules, temperatures and timing — a brewer's house style, learned and held steady batch to batch.
Kitchen reach
Beverage & cocktail systems
Automated bars that mix ratios, dilution and temperature — the bar manager's recipe, exact every pour.
Kitchen reach
Smart appliance lines
The same learning software personalizes any programmable cooking device — one platform, many machines.
Kitchen reach
How it works

You talk. It learns. It remembers.

01
You speak naturally
"Crispier." "A little less dry." "Too much color." Plain kitchen words — no menus, no settings screens, no technician needed.
02
It understands what you mean
It turns your words into the right change in heat, steam, humidity and time — a smart starting point the first time, sharper every time you react.
03
It learns you, chef by chef
Every chef gets their own palate. One person's "crispy" never speaks for another. It gets more personal the more it's cooked with.
04
It travels with the brand
What it learns lives in the software, not one machine — so it pushes to every oven, every location, and follows you to new equipment.
It's real today — not a slide. The same learning brain already runs live: talk to a machine, say "warmer" or "back it off," and watch it adapt to you in real time. We point that brain at the oven.
The market

An installed base that's already there.

We don't have to wait for the machines to arrive — millions of connected-capable pro ovens are already in kitchens, and the market leader already runs an open cloud platform we can plug into.

3.6M+
Combi ovens in
kitchens worldwide
~$875M
Combi oven
market / year
~700K
Units from the
#1 maker alone
Any oven
Our software fits
any connected maker

Sources: industry market reports on commercial combi ovens (installed base 3.6M+ units, ~12% growth since 2020; ~$875M annual market). Market leader holds ~18–19% global share with an open cloud control platform.

Why it's different

Everyone's racing to make ovens smarter.
We make them yours.

What we're looking for

Partners, people,
and a first pilot.

Partners
Oven makers & chains
A connected-oven maker who wants our learning layer inside their machines — and a restaurant group to prove it on.
People
A founding team
Engineers and operators — and a chef's voice — who want to build this into a category-defining company.
Capital
Early investors
Backers who see that the next breakthrough isn't a smarter oven — it's an oven that knows the chef.
The financials

How it makes money,
and how it grows.

An oven maker sells the machine once. We earn every month it runs — a recurring software license for each oven using our brain. It's built as a per-oven subscription the maker or the chain folds into their operation.

Stream 1
Per-oven license
A monthly fee for every oven running our software, paid by the maker or the chain.
Stream 2
Integration & setup
A one-time fee to bring the platform onto each new oven model or partner.
Stream 3
Enterprise & groups
Volume agreements with large makers and multi-location restaurant groups.
ScenarioOvens running itOur revenue / year
Early5,000$1.8M
Growing25,000$9.0M
Strong100,000$36M
At scale350,000$126M

Illustrative at $30 per oven per month — final pricing is set with each partner. Even 350,000 ovens is half of the market leader's installed base alone, in a field with 3.6M+ machines already in kitchens — and every one of them pays us every month it runs.

Intellectual property

Protected.
Patent pending.

A provisional patent application has been filed on the core method. It is protected as a trade secret and is not disclosed here. Full details are shared only under a signed NDA.

The next breakthrough isn't a smarter oven.
It's an oven that knows the chef.

For the first time, a kitchen can learn each chef's own language for how the food should come out — and serve it the same way in every location. It works today. We're building the company that brings it to the world.

Bobby Brooks  ·  bbthemixmaster@gmail.com  ·  (818) 376-9966

Confidential · Patent-Pending · Do not share without a signed NDA