continuous record.
Photo to flat
Drop in a photo or a rough sketch and get a clean vector flat back. You skip the hours of redrawing by hand and start the real work with a usable flat already on the table.
Moqora
Studio
Why it matters
One workflow. Nothing lost between.
Moqora keeps the creative decision, the technical detail, and the factory handoff in one continuous record.
01
Photo or sketch in
Start with the way you already design. A photo or rough sketch becomes an editable garment flat.
02
Design stays yours
Lock the silhouette, neckline, sleeve, or detail. AI explores only what you leave open.
03
Specs stay attached
Points of measure, materials, cost notes, and revisions live with the garment instead of beside it.
04
You confirm the numbers
Moqora can draft the structure. Measurements still require your approval before the pack leaves the studio.
Before Moqora
Garment flat
Measurements
Bill of materials
×Factory guesses; samples come back wrong.
×Feedback scatters across email, WhatsApp and memory.
With Moqora
One supplier-ready record
FlatMeasuresBOM
✓Factory reads one clear source instead of reconciling files.
✓Every change and note is signed, logged and carried round to round.
01Capture
Where designers start
It begins as a single line.
A photo or a first sketch, loose, expressive, unfinished. Moqora meets the idea while it's still fragile, before it's anything a factory could read.
soft notched lapel, self belt, clean hem
02Studio
The idea becomes editable
A vector canvas built like an instrument.
Fourteen brushes across five engines, with real stylus pressure, turn the sketch into a clean garment flat. An atelier tool, not a cold interface.
14 brushes, 5 engines, stylus pressure
03Constraints
The signature idea
AI that respects the garment.
Lock the silhouette, neckline, sleeve and details. Variations ripple around the flat, but the rules you set never drift. Moqora proposes, waits, and records. It never overwrites you.
Silhouette
Neckline
Sleeve
Details
04Spec
Sketch becomes specification
The drawing becomes measurable.
Measurement callouts extend like tailoring marks and settle into a points-of-measure table. The bill of materials gathers every fabric and trim, priced in your currency, counted to the metre.
points of measure, bill of materials
05Sample
The revision loop, carried
Track the sample, not just the file.
Each round is another stitch in the garment's memory. Structured notes catch the small things before they cost you a sampling round, a missing measure, a fabric swap that quietly moves your margin.
round 01 → 02 → 03, approved with note
06Review
What it costs, before it costs you
One clean seam, ready for factory.
Cost branches into scenarios, then collapses back into one resolved garment. Every approval is signed and logged. The document folds open and the stamp lands.
local, overseas, premium, then signed off
The gap between design and factory
A great sketch isn't
a factory-ready garment.
AI tools make pretty pictures. PLMs store data. Drawing apps make flats. None of them carry a garment through the messy middle, the misreads, the re-samples, the cost surprises, which is exactly where independent designers lose time and money. Here is what that middle actually looks like.
01The intent
Where it starts
A clean flat leaves your hands.
The design is complete and exactly as you meant it. Then it travels, overseas, between tools, through inboxes, and the trouble begins.
one clear intent, about to be interpreted
02Misread
Lost in translation
Your factory misread the neckline. Again.
A flat gets interpreted and comes back wrong. Every misread is a lost sampling round and weeks you don't have.
the lines start to drift
03Scattered
No single source of truth
A folder of mismatched files.
Flat here, measurements there, a bill of materials in another format. Your factory reassembles your intent, and guesses fill the gaps.
fragments drifting apart
04Tangled
The revision loop
Three samples in, the cuff still isn't right.
Feedback lives in scattered emails, WhatsApp photos and memory. Nothing carries the garment's history from one round to the next, and margin quietly slips away.
threads tangle, margin slips
05Gathered
Moqora steps in
One thread gathers it all back.
Capture, studio, spec, sample, cost and approval live on one persistent shell. The scattered pieces pull back together, the lines re-align, every change signed and logged.
the seam gathers, nothing lost
06Resolved
Every pain, stitched closed
One clean seam, ready for factory.
What scattered now resolves into a single tech pack your factory can read, not a folder they have to guess at. The stamp lands.
supplier-ready, signed off
How Moqora solves it
Built for the part everyone else skips.
The problem · AI tools that overwrite your design
AI that respects the garment.
You spent years building a point of view. Generic AI flattens it the moment you hit generate, and you lose an afternoon dragging the design back to where it started. With Moqora you lock what's non-negotiable, the silhouette, the neckline, the pocket, and it only explores what you left open. So you move faster, keep your signature on the garment, and never have to choose between speed and staying the designer.
The problem · Specs that float beside the design
The drawing becomes measurable.
Measurement callouts extend like tailoring marks and settle into a points-of-measure table. The bill of materials gathers every fabric and trim, priced and counted. Specs become the garment becoming readable.
The problem · Risk you only find in production
Catch ambiguity before production does.
Like an experienced production lead, Moqora marks risk before it gets expensive, a missing measure, a construction note that conflicts with the flat, a fabric swap that moves the margin.
Inside the studio
What you actually get.
Six things Moqora does that a drawing app, an AI generator, or a PLM can't do on their own. Drag the cards.
A real drawing tool
Fourteen brushes across five engines, with true stylus pressure. Your linework stays yours, so the flat looks designed, not auto-traced, and you aren't fighting a clunky vector tool to get there.
Specs on the garment
Points of measure and a bill of materials live right on the flat, priced and counted. Your factory reads one source instead of guessing across files, so fewer details get lost in translation and come back wrong.
AI that won't redraw you
Lock the silhouette, neckline and sleeves and AI explores only what's left open. You get fresh options without losing your signature, and you stay the designer of record on every one.
Cost before you commit
Currency-aware cost rollups and side-by-side scenarios. You see where the margin goes before you order a bulk run, so a fabric swap never quietly eats your profit after it's too late to change.
A tech pack, not a folder
Export a supplier-ready draft with callouts, measurements and views. You hand over something a factory can build from on the first read, which means fewer back-and-forths and fewer wasted sampling rounds.
Built for
For the people who carry
a garment to the floor.
Sketch to factory, solo
Independent designers
- ✦Start from a real sketch, not a template
- ✦Keep control once AI enters
- ✦Hand off a pack a factory can read
Lean teams, big output
Small fashion brands
- ✦One shell from capture to approval
- ✦Sample history that never gets lost
- ✦Cost scenarios before bulk
Many clients, one system
Studios & agencies
- ✦Consistent, supplier-ready output
- ✦Role-aware review and approval
- ✦Signed, logged changes per garment
Send your factory a tech pack they can read, not a folder they have to guess at.
Moqora Studio, Atelier Moderne
Bring your first line.
We'll help carry the rest.
Join the private beta for independent designers and lean fashion teams. We'll email when a studio place opens.
AccessInvite-only beta
CostFree during beta
UpdatesOnly about your place
no spam, just your seat