Every customer deserves a fitting room. Now, every screen can become one.
We build a digital replica of every shopper's body - exact proportions, real measurements, so they buy the right size the first time. They don't return the clothes. They return for more.
The problem isn't your product.
It's the gap between your size chart and their body.
The return loop
Every wrong size ships twice and sells once.
Global fashion e-commerce still sold with flat photos and guesswork.
Of Indian fashion orders get returned , the highest in e-commerce.
Returns happen purely because of size. Not quality. Not price. Size.
Of your profits evaporate in reverse logistics and restocking costs.
You're not losing customers.
You're losing them twice.
When a shopper orders the wrong size, you don't just lose the sale , you pay for reverse logistics, eat the restocking cost, and lose their trust. Most won't come back.
Between two sizes. The chart can't answer this , so the shopper guesses.
The industry calls it the “return loop.”
We call it what it is: a leak you haven’t plugged yet.
1
1 | A ratio.
A promise.
We didn't guess at a formula. We researched one. Before we wrote a single line of code for the fit recommendation, we spent months talking to fashion brands.
Mapped against your brand's own fit logic
What came out of that research is the 1:1 Fit Formula: a proprietary model that maps a shopper's 1:1 body avatar against your garment's specifications.
Not generic sizing standards, but your brand's own fit logic , telling them exactly what to buy, and how it'll feel when they wear it.
For every body that exists, 1:1|one:one creates a digital replica that matches it exactly , shoulder width, hip curve, , so the avatar wearing your garment is them.
1:1 | one:one — The fitting room,
in your online store.
The shopper stays on your product page. The avatar wearing your garment isn't a model. It's your customer. And they buy right the first time.
Five steps. Under a minute.
Tap "Find My Fit with 1:1"
One button on your product page. That's the only thing that changes on your storefront.
One JS snippet. Works on Shopify, WooCommerce, or custom stacks. Your tech team's easiest Friday afternoon project.
Enter the basics
Gender, height, weight , a 10-second form that doesn't feel like a government application.
Upload your photos
A front profile and side profile. Our AI extracts multiple precise body measurements through a privacy-safe pipeline.
Meet your avatar
A digital twin built from their real measurements. Reviewable, adjustable, reusable across your catalog.
Get the right size.
1:1|one:one compares their avatar against your garment's specs and recommends the perfect size , snug, regular, or relaxed.
Front
Side
