›Try it live ›Bring it to your company

AI that knows your tool.

›Try it live

General AI invents functions your tool doesn't have. Expertery turns Meta's open model into an expert on your company's own tool: your CAD, your scripts, your in-house software. Less time fixing AI's mistakes.

Illustration of a machined part
Illustration
PASS · 80.0 mm · 1 solid
Learns only from checked work
Runs privately:
OnOff
Built on Muse GlimmerTaught by Muse Spark OpenBuilt with Muse Code Every answer really runOnly checked work teachesRuns privately Proven on CAD92% with its self-check loop on a hard exam
Proof

Your AI guesses. This one learned from proof.

0%of parts built right on a hard CAD exam it never saw, with its self-check loop. How we measured →
0×fewer tokens per correct part than the same model reading a 3,240-word manual
0pagesof manual in the prompt: the know-how is inside the model
Live demo

Describe a part. Watch it build,
measure and fix itself.

The trained model writes the CAD code, a locked cloud box builds it, and the model measures the part against your numbers. If something is off, it reads the error and tries again.

600 characters max0 / 600
While the model wakes up (a few minutes), a recorded run plays first, clearly labelled.
Runready
  • 01
    Write the codetrained Glimmer, private
  • 02
    Build in the locked boxisolated cloud sandbox
  • 03
    Measure against your numberssize, holes, one solid piece
  • ↻
    Fix if neededup to 3 rounds
  • ✓
    Hand it over3D view, measurements, code, STEP/STL
Want this for your tool?Bring it to my company ›
The factory

Wrong answers never teach.

Expertery builds its own training data. A referee checks every example before your model learns from it.

01
Practice jobswritten for your tool
02
Glimmer triesMuse Spark Open gives a hint when it is stuck
03
Locked boxevery answer is really run
04
Refereekeeps only correct work
05
Your modelGlimmer learns, runs privately
↻ built to re-run and re-check itself
Your tool next

What it takes to bring Expertery
to your company.

01
A job generatorpractice tasks in your tool's language
02
A sandboxa safe place where answers really run
03
A refereea check that says right or wrong
04
Proof before you trust itwe test your AI on your own past work and show you the score
Get started

Your company's AI is waiting for your tool.

Tell us which tool. We read every answer.

We only use your email to reply about Expertery. To delete it, send the form again with the same email and the word delete as the tool.