For e-commerce studios and fashion brands · Europe and the US

Your garments, your models,
every view. In 4K.

jinkō-mage runs on-model generation at batch scale for e-commerce studios and brands. Send flat lays, mannequin shots or character sheets. Get back catalogue sets that pass your QC, checked by people, delivered into your Drive or FTP inside 24 hours of a clean batch.

Native 4K Model identity locked per collection Preflight report before any spend Colour measured against your reference Human QC on every frame White-label for studios
The exchange

What you send, what you get

The inputs a studio already has. The outputs an e-commerce team can publish.

You send

  • The garment: a flat lay, a mannequin shot or an on-model reference, front and back
  • The model: your character sheet, or an identity we build for your brand
  • The views you need per SKU, in your naming scheme
  • Your rules: posing, lighting, hem and tuck, which pieces are worn together
  • Colour references for the garment and the skin, so the frame is measured, not eyeballed

You get

  • The full set per SKU in native 4K, same model in every view
  • Files named to your scheme, delivered into your Drive or FTP structure
  • An uncorrected copy of every frame beside the finished one, for your post-production team
  • A per-batch report: what was generated, what was held and why
  • AI-generated marking in the file metadata on request, for the EU transparency rules
How a batch runs

Five steps, one gate before spend

The same pipeline on 10 SKUs and on 1,000. Nothing is generated until the scan says it can be.

01
Scan

We read every SKU folder you send. The preflight report says WILL GENERATE, WILL NOT, or CHECK FIRST, per SKU, before anything is spent.

02
Generate

Every view from your inputs, with the model identity locked across the collection. Ambiguous inputs hold the SKU instead of guessing.

03
Colour and light

Each frame is measured against your own reference, part by part: garment, skin, backdrop. Then corrected, and the uncorrected copy is kept.

04
People check

Every frame passes a human QC pass against your rules. A frame that fails is regenerated, not delivered.

05
Deliver

Into your structure, within 24 hours of a clean batch, with the batch report. Your editors can take over at any step.

Guardrails

The engine is allowed to say no

Every rule below was once written in red by a client's QC team. Now it runs before delivery.

Identity

A held SKU beats a wrong face

If a character sheet does not say which person it means, the SKU stops and appears on the hold list. A wrong face on a delivered image costs more than a day's delay.

Design

Nothing is invented

A changed design, a missing pocket, an added seam: that frame is rejected, not retouched. The garment you sent is the garment in the picture.

Confidentiality

Your inputs stay yours

Your files are used only to make your images. They are never used to train a model and never shown or published. A data processing agreement is available for EU clients.

Pricing

Per finished image, pilot first

You pay for images that pass your QC. The pilot is credited against your first batch.

Production
$3 to $12
Per finished image, by views per SKU and QC depth. Volume tiers for studios, white-label delivery under your name, and a rework policy written into the agreement.
Ask for the rate card

Request a 10-SKU pilot

Tell us what you have and what you need. We reply within one working day with the pilot scope, the fee and the inputs that will give the best first batch.

We reply within one working day. Your details are used only to answer this request. Privacy

Thank you. Your request is in. You will hear from Vipan or Daniele within one working day.
The form did not send. Please email us at the address on the contact section or try again.
Common questions

On-model production FAQ

A clean flat lay or a mannequin shot of each garment, front and back, plus a character sheet or reference for the model. Styling references (how a shirt is tucked, which pieces are worn together) and colour references raise the pass rate. We tell you before a batch runs which SKUs will generate and which need a better input.

Yes. The model identity is locked per SKU and per collection, so the same face and body appear in every view and every batch. You can bring your own character sheets or use identities we build for your brand.

It is rejected and regenerated, not delivered. A frame with a changed garment design, a wrong facing, a wrong model or a colour outside the reference tolerance never reaches your folder. The batch report lists what was held and why.

Yes. We deliver into your Google Drive or FTP in your folder and file-naming scheme, and we keep an uncorrected copy of every frame beside the finished one, so your post-production team can take over at any step.

Generation runs on paid Google Gemini and AWS infrastructure in the US; our production and QC team is in India and Italy. Your inputs are used only to produce your images, are never used to train a model, and are never shown or published. A data processing agreement is available for EU clients.

A 10-SKU pilot runs at a flat fee agreed on the call and credited against your first batch. Production is priced per finished image, from $3 to $12 depending on the views per SKU and the QC depth you need.

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