Increase conversion with a beautiful, lightweight AI try‑on.
Fitting Realm lets shoppers upload a photo and instantly see how an item could look on them. Designed for ecommerce teams: clean UI, fast load, and easy embed.
Built for modern retail
Fast embed
Drop‑in widget or API-first integration. Keep your existing PDP layout and brand styling.
Flexible assets
Works with standard product imagery. Optional garment prep guidance for best results.
Privacy-conscious
Clear retention controls and secure storage patterns to support your compliance requirements.
How it works
A frictionless try-on flow that feels native to your store — and gives shoppers the confidence to convert.
Shopper journey
Designed to be one-time upload per session — fast for shoppers, clean for conversion.
- Consumer browses listings as normal
- Clicks a “Try-On” button on a product
- Uploads a photo (one-time per session)
- Instantly sees the garment on their own body
- Proceeds to purchase with confidence
Before / After results
What’s happening technically
Fitting Realm is designed to be faithful to the shopper — it doesn’t “enhance” the person. Instead, it builds a structured understanding of the scene, then applies the garment in a controlled way.
- Preprocessing: normalizes the user photo and garment input for consistent inference.
- Pose estimation: extracts body keypoints so the garment aligns with the shopper’s posture.
- Segmentation: separates the person from background and identifies body regions for realistic layering.
- Cloth mask / garment parsing: isolates the garment shape to preserve edges, drape, and silhouette.
- Synthesis: merges these signals to render a try-on that maintains pose, facial expression, and proportions.
Result: a pragmatic, retail-ready try-on that looks authentic — while keeping your UI experience clean and fast.
Demo
Watch Fitting Realm in action.
Pricing
- Hosted image processing & delivery
- Basic analytics
- Email support
- Usage-based try‑ons
- UI Intergration
- $0.15 per generation usage
- Usage analytics
- Variant-level insights
- UI Intergration
- Dedicated support
- $0.10 per generation
- SLA + Priority support
- Custom UI + A/B testing
- Usage analytics & performance insights
What’s included?
Platform fees generally cover hosting, UI updates, performance improvements, and support. Usage can be billed per generation depending on your plan.
Privacy is non-negotiable
- Images are used solely for virtual try-on and system improvement
- Secure, private storage with strict access controls
- No public access, resale, or third-party sharing
- Automatic deletion after a limited retention period
Uploaded images are processed securely and stored temporarily for system performance and analytics, then automatically deleted. Images are never shared or made public.
