Build
XS Uniform
Automatic Garment Resizing Platform
Body measurements -> Accurate sizes
Idea
XS Uniform is an AI-powered apparel sizing platform that helps individuals and sports teams find accurate garment sizes from body measurements and product-specific sizing data.
Insight
Sizing is a data-heavy process that has to feel simple. Step-based flows, validation feedback and confidence indicators guide users through both individual and large-scale sizing.
Individual Sizing Flow
Bulk CSV Upload
Data Validation
Fit & Confidence Indicators
Results Export
Idea
XS Uniform is an AI-powered apparel sizing platform that helps individuals and sports teams find accurate garment sizes from body measurements and product-specific sizing data.
Insight
Sizing is a data-heavy process that has to feel simple. Step-based flows, validation feedback and confidence indicators guide users through both individual and large-scale sizing.
Individual Sizing Flow
Bulk CSV Upload
Data Validation
Fit & Confidence Indicators
Results Export
Apparel SizingAI Web Application


THE PRODUCT
Accurate sizing, from one person to a whole team.


Individual Sizing
Choose the apparel type and cut, enter body measurements, and get personalized size recommendations for tops and bottoms.


Bulk Team Sizing
Download a CSV template, upload measurements for every player, then validate and correct entries before processing.


Clear Results
Recommended sizes with fit indicators and confidence levels, plus team size distribution ready to export for ordering.
THE PRODUCT
Accurate sizing, from one person to a whole team.


Individual Sizing
Choose the apparel type and cut, enter body measurements, and get personalized size recommendations for tops and bottoms.


Bulk Team Sizing
Download a CSV template, upload measurements for every player, then validate and correct entries before processing.


Clear Results
Recommended sizes with fit indicators and confidence levels, plus team size distribution ready to export for ordering.
THE GOAL
Less guesswork, fewer incorrect orders.

THE GOAL
Less guesswork, fewer incorrect orders.

PROJECT PERSPECTIVE
The goal was to create a reliable sizing experience that reduces guesswork, minimizes incorrect apparel orders, and makes sizing manageable for both individual customers and large teams.
PROJECT PERSPECTIVE
The goal was to create a reliable sizing experience that reduces guesswork, minimizes incorrect apparel orders, and makes sizing manageable for both individual customers and large teams.
Your project doesn't need to look like one of these.
The inflection point probably does.
Maybe you are building from zero. Maybe the current product has outgrown its foundations.
Maybe the AI-built version proved the idea and now needs to become something real.
Bring us the starting point. We'll help work out what the next version needs to become.
Your project doesn't need to look like one of these.
The inflection point probably does.
Maybe you are building from zero. Maybe the current product has outgrown its foundations.
Maybe the AI-built version proved the idea and now needs to become something real.
Bring us the starting point. We'll help work out what the next version needs to become.
