AI that understands
Generate consistent apparel, model, and campaign visuals with tools built for e-commerce production.


Throughput: 4.8 GB/s

Visual intelligence:
Think like a professional stylist
memory Engine: Gemini 3.1 Flash
The generation flow is tuned for apparel visuals, including fabric behavior, folds, lighting, and body proportions.
Each result is guided toward consistent material texture, garment shape, and campaign-ready visual quality.
Fast generation:
Creative flow without waiting
rocket_launch Tech: Async Orchestration + WebSocket
Start generation, keep working, and return to completed results when they are ready for review.
Lighting that keeps try-on results believable
Scene-aware lighting helps garments sit naturally on the model and reduces the artificial look of generated images.


Extreme clarity:
Commercial-grade image quality for global teams
hd Edge: Cloudflare R2 + WebP/AVIF
Produce sharp, detailed visuals for listings, campaign pages, and social content across global storefronts.
Invisible protection for brand assets
Generated images can include invisible watermarking for traceability, helping teams manage AI-origin assets with more confidence.
Production-ready technology
| Capability | Technology | Business value |
|---|---|---|
| Cloud compute scheduling | H100 Dynamic Pooling | Keeps generation responsive under high concurrency |
| Intelligent semantic enhancement | Multi-modal LLM 4.0 | Understands complex apparel and styling terminology |
| Physically isolated storage | AES-256 Enterprise Encryption | Enterprise-grade data protection |
Turn visual production into a repeatable workflow
Build product visuals faster while keeping model, garment, and campaign style consistent.
