Case Study: Custom Female Half Body Mannequin for an Amazon Private Label Seller in Mexico
Female Half Body Mannequin for an Amazon Private Label Seller in Mexico
An Amazon Private Label Seller approached us with a female half body mannequin requirement for Mexico. 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
- Long lead times that miss the selling season
- Packaging that arrives crushed and unsellable
- Minimum order quantities far above what a growing brand can absorb

What we specified
| Product | Female Half Body Mannequin |
|---|---|
| Client type | An Amazon Private Label Seller |
| Market | Mexico |
| Order volume | 1,200 pieces across 4 colourways |
| Base fabric | Merino Wool |
| Decoration | Heat Transfer Printing |
| Size range | Custom grading |
| Sampling rounds | 3 |
| Delivery window | 6 weeks from PO to ex-factory |
How it was resolved
- We rebuilt the tech pack around Merino Wool and locked shrinkage allowance before grading.
- Decoration was moved to Heat Transfer Printing 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 6-week window.
- Unit cost held within 3.0% of the original quotation.
- Return rate linked to fit or workmanship stayed under 0.5%.
- The specification is now on file, so reorders reproduce the approved sample.
What we would repeat
Lock the colour standard before grading. Once a shade moves, every downstream approval has to be redone and the calendar slips.

Planning something similar?
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