I use AI the way I use a camera, a stylist, or a retoucher: in service of the image. At Onia I’ve built it into our production workflow to fill what a shoot can’t always cover, from missing samples to full ecomm and campaign imagery, held to the same standards for casting, fit, fabric, and light.

Art direction first.
AI is one of my tools.

AI-made image of a model in a black Onia polo, black and white

01 · Ecomm imagery, from the flat

Men’s Fall Essentials ’26 · product flats shot in studio, put on a house model I built in AI. Same template across 60 looks. Prompts redacted.

Onia ecomm · flat → on-model — saved template · Flora
01 · Inputs
Shot flat
Product flat of a navy hoodie, shot in studio
AI house model
AI-built house model reference sheet
02 · Brief
Claude · try-on brief

Use the portrait and body sheet as the model reference.

Redacted
03 · Try-on
Nano Banana · try-on

Flat onto the house model. Studio and light set once, held every look.

Redacted
04 · Shot set
Nano Banana Pro · 4K · shots 1–4
AI ecomm shot, frontAI ecomm shot, three-quarterAI ecomm shot, detailAI ecomm shot, back
Front · ¾ · detail · back
05 · Across the line
Same template, next looks
AI ecomm image, men's sweat short, waist detailAI ecomm image, men's slub raglan crew, neckline detailAI ecomm image, men's raglan crew and sweat shortAI ecomm image, men's slub tee and linen pant, backAI ecomm image, men's slub henleyAI ecomm image, men's waffle hoodie and jogger
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Men’s Fall Essentials ’26 · 4 shots per top, 6 with bottoms · 60 looks, 10 colors · prompts redacted

02 · On-model imagery, from the CAD

Designer CADs in, on-model images out: a way to see a piece on a body before it’s produced, and to keep buyers moving when samples are delayed. Same workflow for men’s. Prompts redacted.

Onia · CAD → on-model — saved template · Flora
01 · Designer CADs
Top · CAD flat
Marilyn bikini top CAD, lavender gingham
Bottom · CAD flat
Lily bikini bottom CAD, lavender gingham
02 · Brief
Claude · CAD → garment brief

Read the flat: fabric, print scale, trims, construction.

Redacted
03 · On-model
Nano Banana · house model

Same cast, studio, and light as ecomm. Fit true to the CAD.

Redacted
04 · On-model image
On-model image · 4K
AI on-model image, lavender gingham bikini
Lavender gingham top + bottom
05 · Across the line
Same template, next styles
AI on-model image, forest gingham bikiniAI on-model image, forest solid bikiniAI on-model image, citrus gingham one pieceAI on-model image, stripe one-shoulder one pieceAI on-model image, tropical print bandeau one pieceAI on-model image, navy one pieceAI on-model image, black one pieceAI on-model image, vanilla one pieceAI on-model image, tropical print triangle bikini
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Women’s swim · CAD in, on-model out, before production · prompts redacted

03 · Campaign imagery, created with AI

Onia Fall ’26 and October “Wear Now” · men’s and women’s

The Fall ’26 board, start to finish: product flats in, a cast built once and held, editorial rounds on one set, then detail and still life, all graded to the same light. Those frames are the campaign, resized for site, email, and social. Prompts redacted.

Drag to move across the board
1Product

Studio flats of the line, the only real input.

Striped polo flat
Rugby stripe polo flat
Waffle hoodie flat
Waffle jogger flat
Merino polo flat
Chore jacket flat
2Cast

House models, built once and held across every look.

Model comp card
Comp card
Model comp card
Comp card
Model comp card
Comp card
3Editorial

One set, both house models, seated and standing.

Editorial, seated
Editorial, woman in the waffle hoodie
Editorial, standing
Editorial, standing
Editorial, woman full length by the bench
Editorial, seated
Editorial, woman standing
Editorial, seated
Editorial, standing
4Detail and still life

Close-ups and still lifes, built without a set.

Collar detail
Pocket detail
Hoodie portrait
Stacked knits still life
Folded hoodies still life
Folded striped polos on a bench
Chore jacket pocket detail
Waffle hoodie hood close-up
Striped polo collar close-up
Flora · one saved board, graded to one lightSee the final campaign

Wear Now, October 2026

50 looks, men’s and women’s · same cast carried from ecomm into editorial
Wear Now campaign
Wear Now campaign
Wear Now campaign
Wear Now campaign

04 · Filling the gaps a shoot leaves

Missing samples, wrong samples, detail fixes, still life

A shoot never covers everything. The rest gets made after.

No reshoot. Gaps are filled in post, matched to the same model, light, and grade.

  1. 01Missing samples

    Added after, on the same model.

  2. 02Wrong samples

    An outdated print, corrected to what sold.

  3. 03Detail fixes

    Shirring restored on a ghost image.

  4. 04Still life and detail

    Built without a set.

Black knitwear draped on a wooden bench
Still life
Folded knit hoodies on a bench
Still life
Waffle jogger cuff and sneaker detail
Detail
Chore jacket draped over an oak bench
Still life