The imagination gap
A buyer pictures one thing, the maker builds another. The piece comes out beautiful — and still gets rejected.
Up to 40% of custom returns come from a mismatch with expectations.
Co-create what makers can actually make.
Keep the customer. End the guesswork.
Buyers customise your real pieces, see what's actually makeable before they commit, and you keep the relationship — from first idea to "it's in the kiln."
Your style stays yours. The AI sketches — you finish the piece.
Why custom orders break
A $900B+ handmade market — run by people working alone.
Two gaps quietly cost them their customers.
The silence gap
A long waiting list is fine — until updates stop. Silence between order and delivery is what breaks trust.
67% of buyers leave a maker who's slow to reply.
ClayOS Lab closes both — before the order, and after it.
How it works.
Customise a real piece
Buyers start from your actual pieces, not a blank canvas, and the AI sketches an instant proof.
See what's actually makeable
We show what survives the kiln, and suggest a makeable alternative.
- Makeable
- With a change
- Outside the craft
You keep the customer
It lands as a lead in your studio; status + real photos keep the buyer in the loop, from first idea to kiln.
Step 2, up close
What they asked for
“bright fire-engine red · 35 cm tall · name ‘Marta’ engraved”
What's actually makeable
Colour — bright red can't be fired in her electric kiln
Size — taller than her 12 cm limit
Personalisation — a stamped name is doable, with a handmade touch
Makeable alternative: deep terracotta, 12 cm, stamped ‘Marta’.
WHAT MAKER WILL MAKE
makeableapproximate — the maker finishes it
The buyer never gets a flat no — they get a makeable yes. And the maker never promises what won't survive the kiln.
The loop closes
And it compounds.
26 co-creations recorded
Every order leaves a mark — the makeable yes and the honest no alike — and each one sharpens the next buyer's feasibility check. A studio that gets wiser with every piece it makes.
Accepted · 9— the makeable yesRefused · 17— the honest no, the ask-vs-makeable signal
Each row sharpens step 2 for the next buyer.
Makers, in their words
Made for a new, considered kind of maker
Engobe is where my work lives — rich, even color across a whole piece. The system shows buyers that, and quietly turns away the work that was never mine to make.
Corteza P. by Marti
See more of Corteza P. by Marti's work
Buyers come with a picture in their head — they don't know it's called sgraffito or oxide. Now they show me what they mean, and I'm only asked for what my hands can actually deliver.
Epifania
See more of Epifania's work
So much of our work is explaining that handmade has real possibilities — but also real limits. The sooner a buyer understands both, the better the experience for everyone.
Caementa
See more of Caementa's work
Why me
Bringing AI to the craft that brought me back to my hands.
Clay pulled me away from the screens — and gave me back my creativity and a calmer mind. The more I made, the more I saw what makers carry alone: the back-and-forth, the orders that fall through, the customer who slips away.
I've spent a decade building AI products in healthcare. ClayOS Lab points that knowledge at craft — helping makers co-create, prove what's makeable, and keep every customer, while staying the author of every piece. The tool I wished I had at my studio table. Based in Figueira da Foz, Portugal.
What shapes how I build
Clay artistHealthtech co-founder10y+ building AI products in healthcareBiomedical Engineer
Bring your pieces to ClayOS.
We're onboarding makers now — tell us about your studio and we'll set you up.