Stitch garments to your body instantly. Powered by our advanced Clothes Changer S2S engine, running securely on our own private edge pipelines. Zero leakage, maximum detail.
Select a garment below to simulate the AI posture warp and garment segmentation.

Our server-to-server integration maps coordinates of the garment overlays onto the posture angles detected on the base model frame.








Direct secure integration delivers instant outfit mapping without exposing personal photos.
All workloads are managed on our edge-optimized server environment, reducing queue latencies to under 15 seconds.
We do not persist portrait uploads. Files reside in secure memory buffers and are cleared instantly post-generation.
Token-authorized direct server-to-server calls ensure API keys remain hidden, avoiding front-end interception.
Get your virtual fit check in four easy steps.
Drop a clear portrait or selfie showing your full upper/lower body structure.
Select from our catalog or upload any garment flat-lay image of your choice.
Click generate. Our edge wrapper sends it to the rendering engine for posture alignment.
Drag to inspect fabric folds, download your fit result, and try something new!
Our application connects to the S2S API using a secure, server-side integration. By performing signature generation and OAuth calls entirely on our own secure servers, we protect your credentials and prevent client-side intercept. The AI segments, warps, and fits garments to your body contours instantly.
S2S signature verification prevents credential leakage and client spoofing.
Automatically fits garments to matches body positions and complex hand/arm overlaps.
Realistic wrapping adjusts light angles, fabric shades, and texture folds.
Pay-as-you-go credits. No recurring subscriptions. Simple checkout.
Perfect to test out the visual fitting studio. Limit 1 per IP.
For creators wanting to build custom catalogs.
For digital boutiques and online catalogs.
Everything you need to know about the S2S rendering engine.