PHYSICS-BASED VIRTUAL TRY-ON

See exactly how it fits. Before you buy.

DrapeAI turns two photos into a measurement-accurate 3D avatar, then drapes real garments on it with true cloth physics. Fit returns drop. Conversion climbs.

REAL-TIME CLOTH SIMULATION RUNNING IN YOUR BROWSER — NO INSTALL

30-40%of online fashion is returned, mostly for fit
$550B+global fashion e-commerce market
<30sfrom garment selection to physically-draped result
10xlower infra cost via open-source-first stack
THE PIPELINE

From photo to physically-draped garment in three steps

01

Photo to avatar

Two photos become a measurement-accurate parametric 3D body model in under 60 seconds. MediaPipe landmarks, SMPL-X fitting, ±1.5cm accuracy.

02

Physics-true drape

Every garment is simulated with a GPU XPBD cloth solver using measured fabric properties — density, stretch, bending stiffness. Denim behaves like denim.

03

Size AI that explains itself

Zone-by-zone fit analysis with strain heatmaps and a size prediction backed by a confidence score. Not a guess — a simulation.

WHY WE WIN

Image overlays fake it. Physics doesn't.

Existing try-on tools warp 2D images. They can't answer the only question that matters: "will this actually fit me?" Simulation can.

Fabric intelligence database

Measured physical parameters for real fabrics feed the solver. Competitors overlay images; we simulate matter.

Measurement-grade avatars

Parametric body fitting produces avatars accurate enough to drive sizing decisions, not just visualization.

Distribution built in

Shopify widget, brand dashboard, and public API. Brands integrate in an afternoon and pay per try-on.

The demo is live. Drape something.

Create an avatar, pick a garment, watch real cloth physics settle on your body — all in the browser.

Launch the try-on studio