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AI Jewelry CAD

After the render,
a real file.

Diatech Studio does not stop at an image. From a finished 2D design it generates a 3D mesh you can inspect in the browser, clean, and download as GLB, STL, GLTF, or OBJ. That file is a starting model for sample approval, early review, and 3D printing. It is not editable parametric CAD, and it is not a claim of manufacturing-tolerance geometry. A CAD artist still refines it before a casting house should cut metal.

What comes out

A mesh,
not a screenshot.

01
The mesh is built from your 2D design

Studio reads one or more finished design images and generates a 3D mesh from them. There is a first-party walkthrough of the whole path on the blog: From flat render to 3D.

02
Clean CAD tidies the surface before you download

Clean CAD rebuilds the surface with straighter, symmetrical triangles and a lighter file, without changing the form. Run it before you download. Details are in the CAD export guide.

03
Download GLB, STL, GLTF, or OBJ

Those are the four download formats stated on the walkthrough posts. Pick the one your CAD artist, your viewer, or your printer wants.

04
Bring your own files in, too

You can import existing GLB, STL, or GLTF files and view them in the browser alongside the rest of the project.

Generating a 3D model from a finished jewelry render in Diatech Studio
Generate the model

Run 3D Model on a finished design and Studio builds the mesh from the image.

Jewelry mesh wireframe before and after Clean CAD
Clean it, then download

Clean CAD rebuilds the surface with straighter, symmetrical triangles and a lighter file — same form, better mesh.

What it is not

Where the file
stops.

Not a parametric 3DM

You cannot swap a head or rebuild the piece by part the way MatrixGold, 3Design, or Rhino does.

Not a replacement for your CAD designer

On micro-pavé or unusual settings especially, the mesh is the brief the CAD artist starts from — not the file the bench should trust unmodified.

Not on the free tier

AI-to-CAD is an Enterprise capability. The free tier covers design generation, the library, and client sharing.

Who this is for

Teams who already
have the render.

Jewelry teams that generate the render in Studio and need a file their CAD artist or manufacturer can open, instead of redrawing the piece from a screenshot.

AI jewelry CAD FAQ

Questions,
answered.

Does Diatech Studio only output images?

No. It outputs images and a 3D mesh. Download formats are GLB, STL, GLTF, and OBJ.

Is the mesh manufacturing-ready?

It is ready to review, print as a sample, and hand to a CAD artist. It is not manufacturing-tolerance parametric CAD.

Do I still need a CAD designer?

Yes, for production. Studio shortens the path from approved render to a mesh the CAD artist can refine. It does not remove bench judgment.

Is AI-to-CAD on the free tier?

No. The free tier covers design generation, the library, and client sharing. AI-to-CAD is an Enterprise capability.

How is this different from Midjourney?

Midjourney outputs an image. It does not write a mesh.

How is this different from MatrixGold or 3Design?

Those are parametric CAD. They produce an editable model a bench can change by part. Studio produces the mesh that gets that work started from an AI render.

Dollar prices are not published on this site. Last reviewed 8 September 2026.

Keep reading

The rest of
the workflow.

From approved render
to a file that opens.

Diatech Studio is free to start. No credit card required. AI-to-CAD is an Enterprise capability — talk to us when the mesh is the part of the workflow you need.

Join Studio now.

Get started for free