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Topic · Fashion

AI in fashion, the parts that work right now.

Not a future-of-fashion essay. The use cases we run for fashion brands today, the assets they produce, and the parts of a shoot day they actually replace.

Loom walkthroughA tour of the fashion use cases, the demos behind each one, and where the line is between AI and a real shoot.

The pitch, plain

Brands have been told for years that AI is going to replace their photographer. That is the wrong sales pitch. The brands that buy on price get burned by audiences who can sniff out cheap AI from a mile away.

The right framing is what AI lets you make that a camera literally cannot. Pre-launch imagery for an unfinished product. A model that does not physically exist but represents your customer perfectly. Shot variations no shoot-day budget could afford.

The use cases

What we actually run for fashion

Each one is a real production problem we already solve. Not a tech demo, not a roadmap.

01

Virtual try-on

Same garment, many bodies

02

Editorial gen

Flat to on-model

03

Model variation

At zero marginal cost

04

SKU testing

Colorways before commit

Use case 01

Virtual try-on

Same garment on multiple models. Same model in multiple garments. The classic. Where most fashion teams start because the value is immediate. You stop needing a fitting day and a photo studio every time you want to see something on a body.

Below is a single try-on run. One subject, four garments, swappable backgrounds, multiple environments.

The walk-through

Garment swaps

One subject. Four garment variations. Same pose, same lighting, just the fabric flips.

Background and environment

Same subject. Different worlds around them. Studio, street, sand, garden, road. The catalog without the travel budget.

Coverage shots

Next
Use case 02

Editorial generation

A product flat (just the garment, no model) becomes an on-model editorial shot. Studio, street, beach, evening, whatever the brief says. The garment stays the hero, the world around it gets built. Same workflow, different output bucket.

Next
Use case 03

Model variation, at zero marginal cost

Body types, heights, ages, skin tones. The stuff that would cost a brand a six-figure casting day plus shoot day plus retouching. We do it from a single brief.

This is the most underrated use case for inclusive brands. The brief becomes the casting call.

Next
Use case 04

Fast SKU testing

Want to see how a new colourway looks before you commit to dyeing ten thousand units? Generate it. See if the team likes it. See if customers do.

Product team and creative team move at the same speed for the first time.

Got a fashion brief?

If you have a collection, a campaign, or a season coming up and you want to know where AI fits in your shoot calendar, fifteen minutes will sort it.

Book a 15 minute call