Case Study: Custom One-Shoulder Maxi Dress for an Amazon Private Label Seller in Peru
One-Shoulder Maxi Dress for an Amazon Private Label Seller in Peru
An Amazon Private Label Seller approached us with a one-shoulder maxi dress requirement for Peru. The brief was specific: a defined look, a hard launch date and a unit cost that had to survive shipping and duty. This case study records what was specified, what went wrong in sampling and how the bulk order was delivered.
The challenge
- Suppliers who disappear once the deposit is paid
- Color drift between lab dips and bulk fabric
- Minimum order quantities far above what a growing brand can absorb

What we specified
| Product | One-Shoulder Maxi Dress |
|---|---|
| Client type | An Amazon Private Label Seller |
| Market | Peru |
| Order volume | 1,200 pieces across 6 colourways |
| Base fabric | Modal |
| Decoration | Snow Wash |
| Size range | Custom grading |
| Sampling rounds | 4 |
| Delivery window | 12 weeks from PO to ex-factory |
How it was resolved
- We rebuilt the tech pack around Modal and locked shrinkage allowance before grading.
- Decoration was moved to Snow Wash after strike-off tests showed better wash durability.
- A pre-production sample was approved and retained as the golden reference.
- Production ran with in-line inspection and a mid-run photo report.
- Cartons were packed to the client's own barcode and size ratio specification.

Result
- 1,200 pieces delivered inside the 12-week window.
- Unit cost held within 2.0% of the original quotation.
- Return rate linked to fit or workmanship stayed under 1.5%.
- The specification is now on file, so reorders reproduce the approved sample.
What we would repeat
Keep one process owner on both sides. Most delays come from hand-offs, not from machines.

Planning something similar?
Share a reference photo or a sample garment and we will reverse-engineer the specification for your own label.



