In modern e-commerce, dozens of new SKUs enter catalogs every week. Manually editing, retouching, and cropping images takes massive team hours.
### 1. End-to-End n8n Architecture
1. Webhook Trigger: Fires automatically on new product creation in Shopify, WooCommerce, or marketplace.
2. Precision Cutout: BiRefNet AI model extracts the item with sub-pixel edge accuracy.
3. Consistent AI Staging: Positions product in brand-tailored lighting and luxury studio background.
4. Auto-Resize & WebP Compression: Outputs 1:1, 9:16, and 16:9 ready-to-publish assets.
5. Store Re-Sync: Attaches visuals back to the live product listing instantly.
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