A generative studio that still believes in drawing.
We design bespoke generative models for architects, industrial designers, and identity teams who would rather train their own intelligence than rent somebody else's. Every commission begins on tracing paper and ends in a small, private model that knows the house style by heart.
Drawn in ink. Not in prompts.
Most studios working with generative AI today treat the technology as a vending machine. They feed a sentence in, take a picture out, and call the result a design. We do not work that way and we do not enjoy the output it produces. The interesting question is not whether a model can make an image; it is whether a model can be taught to draw in the same hand twice, on a Tuesday afternoon, after the brief has changed three times.
Creative Labyrinth is a small studio — four practitioners, one ginger cat, an office above a bakery in Radstock — built to answer that question for serious design clients. We train private generative models on a client's own archive, constrain them with their own house rules, and then we draw with them, the way an architect draws with a junior. The result is design that bears your fingerprint, not a foundation model's tells.
Our work sits where computational design used to live before the word "AI" arrived: in the disciplined intersection between geometry, material, draftsmanship and intention. We still write the rules. The model just remembers them better than we do at 3 a.m.
Three things, in three sizes.
Bespoke studio models
We take six to eight weeks, your back catalogue, and your written house style, and we train a small generative model that can draft in your idiom. It lives on your hardware. It belongs to you. We sign nothing.
Constraint-first pipelines
Generation alone is theatre. We build the rulesets, validators and sampling layers that decide which outputs are allowed to leave the building. Most of our work is in this invisible scaffolding.
Identity systems that hold
For brand and architectural identity programmes we draw the typeface, fix the palette, and then teach a model how to keep them honest across thousands of touchpoints without drifting into stock.
One-off commissions
Sometimes a single drawing is the whole job: a facade study, a typeface revival, a building's signage system. We are happy to be brief, when brevity is honest.
We charge in days, not in seats or in tokens. A small atelier engagement is around forty days; a constraint-first pipeline is sixty to ninety; an identity programme is what it needs to be. Pricing lives on the brief sheet, not in a sales call.
What is on the drawing boards right now.
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№ 014A facade generation model trained on a London practice's twenty-year residential archive. Outputs are buildable, signed, and refuse to look like anyone else's.
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№ 013A constraint-first generative tool for a homeware brand. Forty rules of manufacture decide what the model is even allowed to dream about.
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№ 012A typeface and signage programme for a regional museum, woven by a model trained on the museum's own century of printed catalogues.
Five rooms, in order.
Every commission moves through the same five rooms. We do not skip rooms and we do not run them in parallel, because each one writes the brief for the next. If you have worked with an architect this will feel familiar; if you have worked with a software agency it will feel slow on purpose.
| Room I — Survey | Two weeks. We read your archive, walk your studio, and write a single document that says, in plain English, what you actually mean when you say "in our style". |
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| Room II — Drafting | Two to three weeks. We hand-draft the design constraints — geometric, material, semantic — that the model will eventually obey. This is where the work is really done. |
| Room III — Training | One to two weeks. The model is trained on your archive, with your constraints baked in. We use small models on purpose; they overfit less and they fit in a desk drawer. |
| Room IV — Drawing | Open-ended. You sit with the model, draw with it, break it, complain about it. We tune. This is the slow room and the only one that matters to the final work. |
| Room V — Handover | One week. The model, the weights, the constraints, the documentation, the kill switch. All of it goes home with you. We keep no copies. |
Studios, not platforms.
Our clients are studios that already have a voice and want to keep it. Architectural practices with a recognisable hand. Industrial designers who own their tooling. Type foundries. Museums and cultural institutions with archives they would like to consult, not commodify. Independent identity practices that have grown beyond the bandwidth of their senior partners but not beyond the patience of their craft.
We tend to decline work for venture-backed image-generation products, for crypto-art startups, for any client whose central question is "how do we make more of this, faster". The model is good at "more" and "faster"; that's the boring part. We are here for the rarer question.
Note on scale
We take six commissions a year. If the studio is full and we like your brief, we will say so and tell you when the next door opens. If we say no we will tell you why; it is usually that we are not the right hand for the work.
If you have a brief, we have a sheet.
The shortest way into the studio is the brief sheet: ten plain questions that tell us whether we are the right pair of hands. It takes ten minutes to fill in and forty-eight hours for one of us to read it. If we think the answer is yes, we will write back with a proposal; if we think the answer is no, we will write back with a recommendation of someone better suited.
If you would rather speak to a person first, our contact page lists the studio address and the email of the partner on duty this quarter.
Open the brief sheet → Or write to us
A studio is a way of refusing the average. The model is only useful if it refuses with you. — from the studio manifesto, sheet II