Before — manual order processing
- Downloading ZIPs one by one
- Locating customization data, saving photos
- Opening the right template version
- Inserting photos, entering names, adjusting
- Exporting, renaming, organizing — per order
- Human errors: typos, photo mixups, wrong variants
Automation — the pipeline
Amazon ZIP → data extraction → SKU recognition → template selection → personalization → export → file organization.
- Bulk download by date & SKU
- Validated extraction with error logging
- SKU-routed PSD/AI templates
- Rule-based personalization (fit, mask, variants, codes)
- Barcoded, counted, sorted production files
After — production without the manual grind
- Time/order — from manual minutes to automated seconds
- Throughput — hundreds of orders/day with the same staff
- Staff involvement — from per-order artwork to review-only
- Error reduction — no retyped names, no photo mixups, no wrong variants
- Peak behavior — Q4 volume without temp hiring