Design Studio

SAACE

Upload a sketch from the design team. The studio renders it, dresses it in alternative colours and materials, finds what it will sit next to in the market, costs it from your factory rates, and gives a go/no-go review before tooling money is committed.

On "3D": no image model in Azure AI Foundry produces 3D geometry — every option is text-to-image or image-to-image. What this studio produces is a consistent multi-view render set (front, 3/4, side, top), which is enough to judge a design but is not a mesh you can rotate or send to CAM. True sketch-to-mesh needs Trellis, Hunyuan3D or Rodin, none of which are Foundry first-party models today. Views are generated independently, so treat them as visualisation, not a measured drawing.
On sketch fidelity: FLUX.2 interprets structure semantically, and there is no ControlNet, depth or canny conditioning anywhere on Foundry — so proportions and leg count are not guaranteed. Each render carries an edge-overlap badge against your sketch. Use it to pick between re-rolls rather than reading the absolute number.
Cost rates are seed placeholders. Rates below were set as illustrative mid-2026 Sri Lankan market placeholders. Replace before any pricing decision is taken. Edit costing.json — every figure below is arithmetic over that file, so nothing is invented, but nothing is right until your factory rates are in it.
New design
A clean pencil or marker drawing works best. Photograph it flat, in even light, with the paper filling the frame.
Sketch preview
Design projects 2
chair 1
no type · 4 renders · 0 variants
sofa sketch
no type · 4 renders · 4 variants · reviewed
No design open
Create a project on the left, or pick one from the list.
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FLUX.2-pro · ~$0.045/image · ~$0.18 for the set
Render
Drag across the image or use ← → to step between angles.
A photo of the actual fabric or veneer. FLUX.2-pro takes it as a second reference, so the variant shows the true weave and sheen instead of a description of it.
Visual index needs building
Lookalike matching compares your render against every scraped product by appearance, which needs an embedding for each one. This is a one-time build covering all 3660 products — it takes a few minutes and is reused by every design and every category page afterwards.
not built
Matches on appearance against all 3660 scraped products.
Bill of materials
Commercial assumptions
Run the renders, lookalikes and costing first — the review reads all three. Without them it has only the sketch and the brief to go on.