A high-level reference for engineering teams evaluating Replica AI. Covers the proprietary AI rendering pipeline, asynchronous edge deployment model, and enterprise security posture.
The rendering pipeline that transforms 2D product photography into hyper-realistic garment overlays, without 3D assets, manual retouching, or GPU requirements on the client.
The engine constructs a volumetric 3D representation of the garment from a single 2D input. Fabric weight, opacity, and stretch parameters are inferred asynchronously before the render pass begins.
A multi-stage pose detector maps 17 anatomical keypoints on the user's body in real time. The garment mesh deforms to match detected body geometry before composite rendering.
Final render composites garment, skin-boundary blending, matched lighting, and ambient shadow in a single pass. Output supports PNG, WebP, and JPEG at resolutions up to 4K.
Asynchronous, non-blocking deployment that preserves your Core Web Vitals. The client script attaches to your existing DOM structure without layout shifts or render-blocking requests.
A single asynchronous script tag attaches the VTON widget to any product page. The script detects your DOM structure, identifies product image containers, and injects the try-on trigger, zero configuration required.
Render requests are routed to the nearest edge node in our global CDN. Asynchronous processing ensures the host page remains interactive while the VTON engine completes the render pass in the background.
Full programmatic access for headless commerce stacks. The SKU Mapping API ingests product photography asynchronously, and webhook events stream render completions, analytics, and error states in real time.
Built for regulated industries and enterprise procurement. Zero persistent user data, encrypted transit, and independently audited infrastructure.
Fully GDPR and CCPA compliant. User photos are processed ephemerally (session-only, never stored unless explicitly opted in). All data transmission uses TLS 1.3 encryption end-to-end.
Built on Google Cloud infrastructure, which is independently certified to SOC 2 Type II and ISO 27001. Encryption in transit (TLS 1.3) and at rest. Role-based access control (RBAC) with multi-factor authentication.
99.95% uptime SLA backed by multi-region failover. Dedicated status page with real-time incident reporting. Enterprise contracts include priority support with sub-30-minute response for P0 incidents.
Last updated: March 2026
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