Collection workflow / How it works

From product files
to a full on-model catalogue.

Upload a collection, build the outfits, set the visual direction once and generate every planned look through one visible production flow.

Start a collection ↗ See the four steps ↓

SELECT · PAIR · STYLE · REVIEW & GENERATE

Collection 12 / Autumn Production plan

04 steps · 10 garments · 08 looks

01 / Select

02 / Pair

03 / Style

04 / Generate

01 / Select garments

Bring the collection in.
Start with organised products.

Pull garments into the collection together. Closynth detects the piece and its type—top, bottom or one-piece—so the batch begins as a reviewable product record.

Source folder / A26 10 garments

Flat-lay + ghost supported

02 / Pair outfits

Build complete looks.
Keep the swap visible.

Closynth suggests top-and-bottom combinations for the batch and sends one-pieces straight through. Keep the match, swap a garment or pair a look by hand.

Pairing board / 08 looks Suggested for the collection

Manual control available

Look 01 99% match

California short in selected outfit — Bottom

Look 02 Manual

Black column dress as a solo look — One-piece

→

Solo look Straight to styling

03 / Style once

Set the visual recipe.
Apply it across the batch.

Choose the model, pose plan, shoes and background once, then apply that direction to every approved look. Each selected pose becomes its own planned shot.

Style Studio / Recipe 04 All 08 looks

Direction versioned

Model Malik

Pose plan 03 required

Shoes White trainer

Background Warm white

Model library 27 available

Pose plan 23 available

Front pose reference — **Front** Required

Angle pose reference — **Angle** Required

04 / Review & generate

See the complete plan.
Spend credits deliberately.

Review every look, shot and model before generation begins. The collection summary makes the per-outfit credit requirement and final output specification visible up front.

Generation review / A26 08 looks · 24 outputs

3:4 · 1024 px

01
Look 01 Front · Angle · Back
3 credits Ready
02
Look 02 Front · Detail
2 credits Ready
03
Look 03 Front · Angle · Back · Detail
4 credits Ready

After generation

Track every run.
Retry one shot—not the batch.

Every generation lands in Jobs with live progress. Retry an individual image, keep working in Studio or download the complete collection when the run is ready.

Job A26-041 Autumn collection

23 of 24 complete

Look 01 / Front generated output — 01 **Look 01 / Front**
**Complete**

Look 02 / Angle generated output — 02 **Look 02 / Angle**
**Complete**

Look 03 / Full generated output — 03 **Look 03 / Full**
**Complete**

Look 04 / Detail generated output — 04 **Look 04 / Detail**
**Retry**

From product filesto a full on-model catalogue.

Bring the collection in.Start with organised products.

Build complete looks.Keep the swap visible.

Set the visual recipe.Apply it across the batch.

See the complete plan.Spend credits deliberately.

Track every run.Retry one shot—not the batch.

One collection.Every image it needs.