7 min readAI & technologyGuides
How AI garment rendering works, explained without the hype
Two different technologies get sold under the same name. Knowing which one you are being shown tells you most of what you need to know about the result.
Resources
Insights on AI, fashion tech & ecommerce
Everything we have written down: how the technology works, what the returns data actually says, what the words mean, and what it would be worth on your own catalogue.
Where to go
Four places to start
01
Blog
Six long-form posts on returns, rendering and rollout. Every industry figure is named and sourced.
02
Glossary
Twenty terms defined in a sentence each, from VTON and garment draping to the endowment effect.
03
ROI calculator
Put in your own order volume, return rate and processing cost, and see the arithmetic that produced the answer.
04
Developer docs
How the widget embeds, what the API covers today, and how to request sandbox access.
Cited, not invented
Every figure here has a name on it
Industry ranges are attributed on the page they appear. We have no customer numbers to publish yet, and we will not borrow anyone else's.
Start here
Three posts that cover most of it
One explains how the rendering works, one explains why returns behave the way they do, and one explains why we build looks rather than single garments.
6 min readReturnsWhy fashion ecommerce return rates keep climbing
Returns are the tax online fashion pays for selling clothes nobody can try on. Here is where the cost actually sits, and why the standard fixes have not moved it.
6 min readReturnsVerticalsThe outfit is the unit: why single-item try-on undersells your catalogue
Shoppers decide about looks. Catalogues are built out of SKUs. Try-on that only ever shows one garment leaves the gap exactly where it was.
Next step
See the whole look on your own catalogue
Try the live demo in your browser now, or take 30 minutes with us and we will run it on your own products.
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