We make what
machines learn from

The visual training data behind the models.
Designed by people, delivered at scale.

0assets delivered
0approved on first pass
0catalogued techniques
HOW IT WORKS

Brief in.
Finished batches out.

01

BRIEF

You send the spec, formats and volume. We scope the first batch together in days, not weeks, because there is no recruiting cycle on our side.

02

PRODUCTION

A trained team works inside one method. Automated checks gate everything before it leaves our hands.

03

DELIVERY

Weekly batches with acceptance and variety reports attached. You sample-audit instead of reviewing piece by piece.

THE DIFFERENCE

The crowd model
costs you weeks.
We hand them back.

FREELANCER CROWD

  • Weeks of recruiting, every project
  • Every submission reviewed by hand
  • Rework is your cost
  • Volume depends on who shows up
  • Variety is hoped for

WITH FUJIEX

  • Zero recruiting. The team is ours
  • Sample audit of pre-verified batches
  • Rework is our cost, paid per approved piece
  • Contracted weekly cadence
  • Variety measured and reported per batch
WHAT WE DELIVER

Production capacity,
not a portfolio.

CREATIVE
PRODUCTION

Original visual assets produced to your exact spec. Vector, raster or composite, print or screen. Our team works across the full Adobe suite and Figma, so the brief defines the output, not our tooling.

VECTORillustration & icon
LAYOUTposter, flyer, brochure
COMPOSITEphoto-based artwork
DIGITAL ARToriginal pieces
ANY FORMATeditable source + final render

METADATA
& QA

Structured metadata on every asset, plus automated gates before anything ships: resolution, editable text, duplicates, spelling, third-party marks, variety metrics.

TITLESper asset
CAPTIONSstructured
KEYWORDStagged
QAautomated gate
SPEC-LEDyour schema, your fields

MEASURED
VARIETY

A model trained on one style learns the style, not the task. Technique, palette, format and composition are rotated by system and measured on every batch, then reported on delivery.

130+techniques
PALETTEfamilies tracked
FORMATmix measured
REPORTevery batch
0style collapse
THE TEAM

Designers
all the way down.

Fujiex is run by design specialists, and every operator who touches a project comes from a design background. Nobody produces a single asset before being trained in our method.

01Design-led

Run by specialists with years of delivery inside creative-data projects, working under the same reviewers and the same rejection criteria your projects run on.

02Trained per project

Each operator learns the method before production starts: the technique catalogue, the QA gates, the variety system. The standard lives in the method, not in one person's taste.

03Volume without drift

We do not scale by hiring faster. We scale by teaching a method that holds, so adding people adds capacity without moving the standard you approved.

THE MOAT

One standard.
Endless variety.

A model trained on one style learns the style, not the task. Technique, palette, format and composition are rotated by system and measured on every batch.

48 samples shown. Zero repeats. Every batch measured and reported on delivery.

You've won the contract.
Now let's deliver it.

Bring us your next project. We scope the first batch together, sized to your demand.

START A PROJECT →
QUESTIONS BUYERS ASK

Clear your doubts.

01How fast can you start?+

Days, not weeks. The team is already trained in our method. First delivery typically lands within the first week of an approved brief.

02What if work doesn't pass your review?+

Rework is our cost, not yours. Operators are paid per approved piece, so incentives are aligned from the first batch.

03Is this AI-generated content?+

Every composition is a human design decision. AI accelerates tooling, metadata and automated checks, never the creative work. Your AI-content policy is part of the spec, and provenance is documented per asset.

04How do you guarantee variety at scale?+

By measuring it. Technique, palette family, format and composition are rotated by system and tracked across every batch. You receive the distribution report with each delivery.

05What volume can you handle?+

Capacity is scoped per project. We size the first batch against your spec, then scale the trained team as the project grows. Heavier specs move slower, lighter ones move faster, so we commit to a cadence only once we have seen your brief.

06Who owns the work?+

You do. Signed assignment from every creator on the project, training-use consent documented per asset, NDA-ready. Briefs and specs are never reused across clients.

07How does invoicing work?+

Per delivered batch, never end-of-project. You pay for what shipped and passed.