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SizeFlow
FitFlow
3D Config.
AI Studio
StyleFlow
VisualFlow
ScanFlow
3D Scanner

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ITEN

● Technology for fashion retail

The fitting of the future
is already here

Size recommendation, virtual try-on on the shopper's own photo, a 3D configurator and AI product photos, for fashion brands and configurable products. It integrates with a snippet, no backend work, and you measure the effect yourselves with an A/B test.

30 minutes, on one of your products. No commitment.

Size
Recommended on the product page
A/B test
Impact measured on your store
JS
Snippet integration

THE PROBLEM, IN NUMBERS

Before checkout,
two doubts: size and fit.

2 in 3

shoppers returned clothes bought online mainly because they did not fit

Deloitte, Germany 2026 ↗
1 in 3

returns at Zalando is size related

Zalando ↗
51%

of Gen Z order several variants of an item and send some back

NRF and Happy Returns, US 2024 ↗
up to €20

the cost of each returned item, depending on process and product

Deloitte, 2026 ↗

Market data from independent sources. These are not We Wear results: the effect on your catalogue is measured with a pilot.

“Which size should I buy?”
SizeFlow
Recommends the right size right on the product page.
“How will it look on me?”
FitFlow
Shows the garment worn on the shopper's own photo.
“What will my product look like?”
3D Configurator
The customised product, seen before it is made.
“How long does it take?”
Integration
Live within a few weeks, with no backend changes.

Chosen by leading brands

As featured in
Pambianco News "HRX chooses the We Wear 3D Configurator" ↗ MF Milano Finanza "Prisma Tech acquires majority stake in We Wear" ↗ Netcomm Focus 2025 "Manifattura Valcismon, the value of size recommendation" ↗

The brands that chose
We Wear

Success story: Manifattura Valcismon
"

Thanks to We Wear, we are reducing the return rate related to size selection and improving the shopping experience for our customers on the Castelli Cycling, Sportful and Karpos Outdoor websites. A journey that combines technological innovation, data and customer focus.

Alessandro Bizzotto
Alessandro Bizzotto
Digital Commerce Manager · Manifattura Valcismon
Sportful · Castelli · Karpos Watch the Netcomm Focus 2025 talk →
Success story: HRX Bespoke Motorsport
"

Together with the Prisma Tech and We Wear team, we managed to develop a tool that embodies the innovative and creative spirit of HRX. Thanks to the configurator, customers can experiment with their own creativity, with no design limits.

Ago Alberghino
Ago Alberghino
Founder · HRX Bespoke Motorsport
3D Configurator Read the article on Pambianco News ↗
Success story: RRD Roberto Ricci Designs
"

The integration of SizeFlow has transformed the way our customers interact with the online catalogue. The data speaks for itself: fewer returns, more confidence, more conversions. An investment that pays for itself.

Elisabetta Olivelli
Elisabetta Olivelli
Head of E-commerce · RRD Roberto Ricci Designs
SizeFlow

A complete suite
for digital fashion

Specialised tools in one platform. From size recommendation to content generation, We Wear supports brands at every stage of the commercial process.

01 · SizeFlow
SizeFlow

The right size from the very first click. Precise recommendations per SKU, height, weight, age and gender. No body scan, integration with a snippet.

✓ No body scan  ·  ✓ Snippet integration  ·  ✓ API-first
Discover SizeFlow →
02 · FitFlow
FitFlow Virtual Try-On

AI virtual try-on on photos: all it takes is the product image and the shopper's own photo, and they see the garment on themselves. Multi-garment outfits too.

✓ Setup via GTM  ·  ✓ Mobile-ready  ·  ✓ Analytics
Discover FitFlow →
03 · 3D Configurator
3D Configurator

Design it. Visualise it. Make it unique. Customise fabrics, colours and design with photorealistic 3D rendering in real time.

✓ Real-time rendering  ·  ✓ Production export  ·  ✓ White-label
Discover the Configurator →
04 · AI Studio
AI Studio

From packshot to campaign, without a new shoot for every variant. Bulk production, AI video, creative direction, all in platform.

✓ Bulk production  ·  ✓ AI video  ·  ✓ Creative direction
Discover AI Studio →
StyleFlow
05 · StyleFlow
StyleFlow

Every garment becomes an outfit. Every outfit, a sale. AI outfits from the catalogue integrated on homepage, PDP, cart and email.

✓ Automated AI outfits  ·  ✓ Multi-touchpoint  ·  ✓ In-stock items only
Discover StyleFlow →
VisualFlow
06 · VisualFlow
VisualFlow

Every image becomes a portal into the catalogue. AI visual search, shoppable look, multi-product cross-category.

✓ Visual search  ·  ✓ Shop the look  ·  ✓ Multi-product
Discover VisualFlow →
ScanFlow
07 · ScanFlow
ScanFlow

The body scanner that fits in your smartphone. Validated measurements, CLO3D-ready avatars, zero hardware required.

✓ Zero hardware  ·  ✓ Human-in-the-loop  ·  ✓ CLO3D-ready
Discover ScanFlow →
3D Body Scanner WE-WEAR
08 · 3D Body Scanner
3D Body Scanner

Professional body scanning booth. 12 Intel RealSense sensors, complete 3D body model in seconds.

✓ Made-to-measure  ·  ✓ On-premise  ·  ✓ 1.7 m²
Discover 3D Scanner →

Integrates with your stack,
without changing it.

A simple JS or GTM snippet. No changes to your e-commerce code, no downtime, no migration.

M Magento / Adobe Commerce
WooCommerce
SF Salesforce Commerce Cloud
SAP Commerce
PrestaShop
Google Tag Manager
Custom API / Headless

Can't find your platform? Contact us, we've already integrated custom stacks for enterprise brands.

WHO WE WORK WITH

A different problem
in every industry.

Fashion and e-commerce

The right size, the garment on the shopper's own photo, complete looks and shoppable photos.

SizeFlow → · FitFlow → · StyleFlow → · VisualFlow →
Sportswear, teamwear and uniforms

Custom kits and garments with colours, logos and sponsors, and the right sizes for teams and companies.

3D Configurator → · SizeFlow →
Furniture, machinery and vehicles

Products sold in many versions, configured in 3D on the website, in showrooms, at retailers and at trade fairs.

3D Configurator →
Tailoring and made-to-measure

Body measurements from the scanning booth or a smartphone, ready for CLO3D.

3D Body Scanner → · ScanFlow →
Content and catalogues

Colour variants and product imagery from the photos you already have, with no new shoots.

AI Studio →

The fitting room
goes digital

Inspiration turns into performance: virtual try-on removes doubt about how a garment looks on. Every VTO session generates concrete data on your customers' preferences.

Mobile
built for smartphones
2 photos
product and shopper
Browser
no app
≤5s
generation time
Try the live demo Discover FitFlow →

From PDP to cart
in three simple steps

01

Active product feed

Share your product feed (Google Shopping, Meta or CSV). FitFlow integrates on every PDP via GTM or JS snippet, with no backend changes.

02

The customer tries on the garment

Upload a photo of themselves. The AI generates a realistic image of the garment, or a complete outfit, on the customer's real body in seconds.

03

Try → Cart → Share

With one click the customer adds the look to the cart, saves the try-on or shares it on social, turning every VTO into a brand activation moment.

Technology built
for fashion retail

01

Body measurements, garment measurements

From height, weight, age and gender the algorithm estimates the shopper's body measurements and compares them with your garments' size sheets, including sizes that are hard to standardise.

02

Live within a few weeks

A simple GTM or JS snippet is all it takes. No changes to your e-commerce code, no downtime.

03

Analytics and continuous optimisation

Usage data shows where shoppers hesitate, so size charts and recommendations can be reviewed and refined over time with your product team.

ABOUT US

A Milan-based company
within a technology group.

We Wear builds technology for apparel brands: size recommendation, photo-based virtual try-on, 3D configurator, product imagery and body measurement. Since 2024 it has been part of the Prisma Tech group, which acquired a majority stake.

We work with sportswear, outdoor and fashion brands such as Sportful, Castelli, Karpos and RRD, and we follow every project directly, from catalogue review to go-live.

Read the story on MF Milano Finanza ↗

● FREQUENTLY ASKED

Frequently asked questions about We Wear

What does We Wear do?

We Wear is an Italian fashion-tech platform for apparel e-commerce. It comprises independent modules, including SizeFlow for size recommendation, FitFlow for photo-based virtual try-on, Config3D for the 3D product configurator, AI Studio for AI-generated product imagery, StyleFlow for style recommendation and VisualFlow for visual search.

Who is We Wear built for?

For apparel, footwear and accessories brands and retailers selling online. The platform is used both by direct e-commerce operations and by companies with dealer networks, including businesses with technical or made-to-measure products.

How does We Wear integrate with my e-commerce?

Through a JavaScript widget added to the product page, with no backend development. It is compatible with Shopify, WooCommerce, Magento, PrestaShop and custom platforms, including headless architectures. Go-live usually takes a few weeks, including configuration.

Can I activate just one module?

Yes. The modules are independent: you can start with a single one, typically SizeFlow, and add others later without redoing the integration.

Where is data hosted?

The infrastructure is hosted on European servers. The platform is designed around GDPR principles and we provide a standard DPA for EU brands.

How are results measured?

We recommend measuring impact on your own catalogue with an A/B test, comparing return rate and conversion rate over the same period and the same categories. We support clients in setting the test up.

HOW TO START

From the first call
to the first measured result.

01
A 30-minute call

We look at your catalogue, platform and goals together, and work out which module makes sense for you.

02
A pilot on one category

We set up the module on part of your catalogue, together with your product team.

03
You measure the result

You switch it on for part of your traffic and compare returns and conversions with an A/B test.

Pricing depends on modules and volumes: we spell it out in the first call.

CONTACT

Book a demo.
See it on your catalogue in 30 minutes.

Show us your e-commerce and we'll show you how it works on your products and how to measure the effect with an A/B test.

Chosen by

SportfulCastelliKarposRRDLiu JoLa Sportiva
«Thanks to We Wear, we are reducing size-related returns and improving the shopping experience for our customers.»Alessandro Bizzotto, Digital Commerce Manager, Manifattura Valcismon

Reply within 24 business hours, then a 30-minute call on the day that suits you. No commitment.

Prefer email? info@we-wear.biz · We Wear S.r.l., Corso Plebisciti 15, Milan, Italy

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