Research

Metadome is a research company first. Everything we ship runs on a geometry model we train ourselves: it reads plain language, flat drawings, and raw meshes, and answers in real mechanical parts.

One engine block rebuilt four ways, each CAD result coloured grey where it matches the mesh, red where it misses it and blue where it adds geometry

ONE PASS · STAGE 1 · STAGE 2 · AGENT

RELEASE 021st November, 2026

From sculpture to recipe: reconstructing CAD from meshes

A mesh records the shape but has no features or dimensions to change. Two stages that rebuild it as CAD, and how we grade every attempt.

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The correct hub with six through-holes at its centre, the model's output with the centre closed into a solid face, and the per-feature verdict marking what is missing

ANSWER · OUTPUT · VERDICT

RELEASE 0124th September, 2026

Scoring the part, not the picture

Image-similarity scores cannot tell a correct mechanical part from a plausible wrong one. What we measure instead.

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EVERY MONTH ◈

One result, in public.

Model drops, findings, and hands-on demos, published monthly, no gatekeeping. Bring your hardest part.