Where Trust Comes From

Who leads this work, how the technology is protected and whose interests it serves: a look at the grounds for trust.

On This Page
  1. The Founder
  2. The Patent: Who We Work With, and How
  3. Built for Everyone's Benefit

01 The Founder

Engineering Numbers Law

With the skill to build not just the AI but the whole system first-hand, a feel for judging viability honed over more than a decade with numbers, and the national credential the law requires for this business, the founder has laid the groundwork for success. Building on that foundation, K-er (pronounced kay-er) brings the taste and cooking know-how of authentic Korean food to the world.

Builds the system first-hand Engineering

Builds the system first-hand

Servers and databases, on-device AI, the Galaxy XR module, the admin system, even this website: the founder develops most of the technology behind this business personally.

Earlier on-device AI work, which meant quantizing detector and tracker models under demanding constraints and going deep into hardware acceleration, is what makes the hardest part of a cooking AI actually work: the AR overlay.

More than a decade of judging by the numbers
Numbers

More than a decade of judging by the numbers

For about ten years, as a licensed claims adjuster at a non-life insurer, the founder weighed accidents and losses by figures and evidence rather than feelings, turning the vague into objective measures day after day.

Deciding which head restaurant should go to the U.S. first, judging which master partner will get the best results there, and designing an AI that scores something as subjective as taste all rest on that same sense.

The credential the law requires for this business Source: National Law Information Center (MOLEG, Korea) Law

The credential the law requires for this business

The Franchise Transaction Specialist is Korea's only national credential in franchising. Candidates must pass a multiple-choice exam and then an essay exam administered by the Korea Fair Trade Commission, and only a small number qualify each year.

Korea's Franchise Act recognizes this expertise by reserving duties such as 'assessing a franchise business's viability' and 'educating and training the parties' for the credential, and those two are this business's core. Deciding which head restaurant goes to the U.S. first and which master partner to work with is viability assessment; coaching head restaurants' filming for high-quality AI training material and managing franchisees' AI cooking lessons is education and training.

Anyone other than the parties themselves (the franchisor or a franchisee) needs this credential to do that work, and as the business's operator, the founder holds it personally.

New to these terms? A plain-language guide
On-device AI
AI that runs inside the phone or XR device itself rather than on a server online, so it responds instantly with no lag, even if the connection drops.
Galaxy XR / XR module
Samsung's XR (extended reality) device. You wear it like glasses or goggles, and it layers information over what you see. On-site learning happens here.
Detector
AI that spots what is where in the picture (for example, the pot, the ingredients or the cook's hands).
Tracker
AI that keeps following the same object, without losing it, as it moves.
Quantization
A way of shrinking a heavy AI model while keeping it accurate, so it runs fast even on a small device.
(AR) overlay
Showing the AI's guidance (the next step, where something goes, a score) in exactly the right spot over the real cooking scene.

Why is the overlay the hardest part? While hands and ingredients move nonstop in front of you, the detector has to find each object accurately and the tracker has to follow it without losing it, and only then can guidance be placed in exactly the right spot. Even a slight delay or misalignment gets in the way of learning. And because all of this has to happen in real time inside the device, not on a server, quantization and hardware acceleration are key.

02 The Patent: Who We Work With, and How

What matters isn't simply that a patent exists. What truly matters is whether it actually protects your rights. Even for the same invention, how closely the attorney works to understand the whole technology, and whether they draft the claims with care, skill and a determination to protect its full scope, makes a big difference, both to whether the patent is granted and to how much the right is really worth.

We are working on our patent with a partner attorney at a major IP firm who has handled many patent projects for large companies, including Samsung Electronics, and has received an award for outstanding patent attorneys.

That costs far more than going to low-cost, high-volume firms that care more about the publicity of 'having a patent' than about real protection. But we know the economic value of this technology, and we know that protecting it also protects the assets of the head restaurants and partners who work with us. So we found the right person to protect our rights most effectively, filed the patent with them, and will keep working with them on managing it from here.

A strong dome vs a cracked one: a metaphor for the quality of patent protection

03 Built for Everyone's Benefit

Many hands joined: a symbol of shared prosperity

We think Korea is liked around the world for a particular quality: throwing yourself into your own role and doing it well, without causing harm to others. In a word, being conscientious and capable.

The person leading this business shares that quality with ordinary Koreans. That is why we don't want a structure where one party profits while the others' interests are ignored. We want to build the whole structure so that head restaurants are fairly rewarded for the long years of work behind their deep flavors, master partners earn in line with the decisive role they play locally, and franchisees in the U.S., for whom startup money is precious to each person and family, make a choice they won't regret.

This business can last only when all four parties benefit.

Four parties, gaining together

1

Operator

Leads the business of taking authentic Korean restaurants from Korea to the U.S., develops and upgrades the cooking AI, runs the whole system, and earns revenue too.

2

Head restaurant

Receives fair reward for its deep, traditional flavor and the long years of work behind it.

3

Master Partner

Earns in line with running stores directly or recruiting and managing franchisees in the U.S.

4

Franchisee

Learns to cook with AI to keep the head restaurant's taste, and runs a stable business under a brand people trust.