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.
What a camera cannot do
The useful question is not whether AI replaces the photographer. It is where the shoot calendar stops being practical: another fitting day, another casting day, another location, another set of colourways.
The right framing is what AI lets you make that a camera cannot. Pre-launch imagery for an unfinished product. A cast designed around the customer profile. Shot variations without adding another fitting day, casting day, or location.
What we actually run for fashion
Each one is a real production problem we already solve. Not a tech demo, not a roadmap.
Virtual try-on
Same garment, many bodies
Editorial gen
Flat to on-model
Model variation
At zero marginal cost
SKU testing
Colorways before commit
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
Same subject, four garments, environments swap underneath. End to end.
The source garments
Four real garments, shot flat. These are the inputs. The on-model results are in the videos on this page.
Background and environment
Same subject. Different worlds around them. Studio, street, sand, garden, road. The catalog without the travel budget.
Environment swaps, in motion
Four runs from the same try-on system. The subject holds, the wardrobe and the world change around her.
Coverage shots
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.
Model variation without another casting day
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.
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?
Bring the collection, the calendar, and the assets you already have. We will separate what belongs on a shoot from what belongs in our pipeline.
Book a 15 minute call