All work
Four views of one navy studded hoodie — front, three-quarter, side and back — generated from a single garment photo.
Project

E-commerce Content Agents

A tool for fashion that turns a phone photo into a full set of e-commerce assets.

Product consistencyNo AI drift2,000+ assets generated
(01) The case

Why we built this

01Cost per SKU

$200–500 for a full shoot. $50–100 with AI.

02Speed & scale
1 day from 4–5 weeks

A plug-in, high-quality asset library that helps you scale — and sell more.

03Fit accuracy

Tested and engineered so every garment looks and fits like the actual piece.

The Stack
The agents

Garment Analyst

Reads the garment — construction, fabric, details.

Fitting Expert

Makes drape and fit match the real piece.

Prompt Synthesiser

Compiles everything into production-ready prompts.

The shared foundation Image & video model best-practice system prompt
(02) The output

What it produces

01

Ghost

Ghost-mannequin product shots — clean and consistent.

Ghost-mannequin product shot of a cropped studded hoodie, front view on white.
02

E-com Try-On

On-model try-on imagery from a single garment photo.

On-model try-on render of the same hoodie, full-length on white.
03

Campaign

Editorial campaign visuals in the brand's world.

Editorial campaign still: two models seated at a desert filling station.
04

Video

Product and campaign video from the same pipeline.

Opening frame of the campaign film: a model walking through an office floor at sunset.

All automated.

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