The Global Standard for Human Dimensions

The World’s Largest 3D Body Scan Dataset. Applied to Your Brand.

WAIR Body Intelligence (BI) is a first-of-its-kind platform that interweaves 5 million+ 3D body scans with the real-time anatomical profiles of your specific shoppers. Stop guessing who your customers
are—start seeing them.

What is WAIR BI?

The Concept

WAIR BI is a "Body Intelligence Layer" that sits across your entire organization. By capturing the precise physical geometry of every shopper who interacts with your site, we provide a single source of truth for Design, Marketing, and Operations.

The Foundation
Powered by the Fit3D global database, we leverage over 5 million 3D scans to provide the anatomical baseline required to turn "Fit Magic" into "Fit Science."

The Data We Collect

Your Anatomical Fingerprint

Physical Geometry

Dozens of predicted circumferences (Bust, Underbust, Waist, Hips, Bicep, etc.) and precise lengths (Torso, Inseam, Sleeve).

Morphological Clusters

Qualitative shape data including Stomach, Seat, and Shoulder profiles

Behavioral Context

UTM campaign source data, products viewed/purchased/returned, and qualitative fit reviews.

The Result

A 360-degree view of your customer that goes beyond "Purchase History" into "Anatomical Reality.

Why we Build WAIR's Body Intelligence Hub

The apparel industry has relied on outdated sizing systems for decades.  With WAIR, you can design your products specifically around your shoppers' anatomy.

Choose Your Path

Technical Design & Grading

Build better products from the first sample.

The apparel industry has relied on outdated sizing systems for decades.  With WAIR, you can design your products specifically around your shoppers' anatomy.

Explore Design Intelligence
Anatomical Marketing

Acquire shoppers your product was built to fit.

Discover Anatomical Audience Alignment (AAA). See how we correlate UTM data with body types to optimize ad spend and model selection.

Explore Marketing Intelligence
eCommerce & Merchandising

Align inventory depth with population density.

Stop over-buying for "Ghost Sizes." Use Variant Histograms to optimize your Short/Regular/Long splits and maximize net margin.

Explore Merchandising Intelligence
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The "Fit Gap" Diagnostic

See the Science in Action

We visualize your current sizing architecture as a series of cubes. Then, we show you the Population Density within those cubes.

The Insight
Identify the "98% Fit Gap" where your technical intent and shopper reality diverge.

Check Your Coverage Fit

Why WAIR Body Intelligence Platform

Missing Layer in Apparel Data

Most brands track products, orders, and marketing performance. Very few understand the actual bodies of their shoppers

Built on Largest Body Dataset

The most comprehensive dataset connecting shopper anatomy to apparel purchasing behavior.

Connects the Entire Apparel Organization.

WAIR BI Platform becomes the nucleus of sizing.

Turn Shopper Data into Profit

Improves e-commerce metrics while optimizing back-end operations.

Data That Improves with Every Shopper

A continuously improving body intelligence network.  More data = more value.

Ready to align your brand with your shoppers anatomies?

See if you qualify for a population and fit coverage report?

Request Access