AI LAB · VALIDATED EXPERT MODELS

Verified
intelligence.

MoxxyLabs is an AI lab. We build small expert models that run on your own hardware and check every answer with the tools of their domain before you see it. Kern, our first model family, starts with code.

KERN · OUR FIRST MODEL FAMILY

One trunk.
Many experts.

Kern is the first family of VELMs, validated expert language models. A compact general model stays loaded on your machine, and small expert modules turn it into a specialist for one language or stack.

How Kern works
kern · check loopon-device
  1. decideanswer
  2. write changedone
  3. compilepass
  4. lintpass
  5. testsfail
  6. repaironly the failing part
  7. testspass
  8. replysent
Only an answer that passes the checks reaches you.
  1. 01

    Trunk

    One compact general model, chosen by measurement, that fits on a laptop and stays loaded.

  2. 02

    Expert modules

    A small module per skill. Adding a language does not mean rebuilding the model.

  3. 03

    Validator

    The compiler, the linter and the tests judge each answer. The model is never its own judge.

  4. 04

    Answer, ask or decline

    Before writing, Kern checks whether a request is in scope. It asks or declines instead of guessing.

WHAT WE DO

Three ways
we work with AI.

We build new models in our lab, bring the same method to companies that need AI they can verify, and ship the software that puts it to work.

COMMUNITY & STARTUPS

Share knowledge.
Back new companies.

LET’S TALK ABOUT AI

What should
your model know?

Tell us about your domain, your data and how a good answer can be checked. We’ll tell you whether an expert model, a ready model or plain software fits best.

Let’s talk