E-Commerce Catalog Production
Turn garments into photorealistic
Upload flat-lay or mannequin shots. AI generates professional e-commerce imagery at scale with consistent brand styling.
Trusted by leading fashion brands
Workflow
From upload to editorial in three steps
Upload Garment
Drop flat-lay or mannequin shots. ZIP batch upload supported.
Set Direction
Add creative brief and optional reference images for styling guidance.
Generate & Export
AI produces photorealistic editorial variations in seconds. Download or publish.
Capabilities
Everything you need for creative production
AI Consistency Engine
Structured three-block prompting preserves garment structure, texture, and proportions while applying creative direction.
Batch Processing
Queue up multiple generations with BullMQ. Process jobs in parallel with real-time status tracking.
Before / After Comparator
Drag-to-reveal slider and fidelity checklist for pixel-level validation against the source garment.
Real-Time Queue
Live dashboard with generation status, render speed metrics, and automatic retry on failure.
Analytics & Insights
Track fidelity scores, render throughput, and creative consistency across campaigns.
Cloud-Native Storage
Assets persisted in Google Cloud Storage with organized folder structure per project.
Showcase
See the transformation
