Case Study

Case Study: Cutting a Furniture Defect Rate from 15% to Under 2%

High returns are not bad luck — they are a process gap. Here is how we closed one.

A mid-size California retailer sourcing dining sets from Binh Duong was seeing a ~15% defect rate from finish defects and loose joints. FurnitureQC implemented a 3-stage program — pre-production (PPI), during-production (DUPRO) and pre-shipment (PSI) — that caught issues at the production stage instead of after arrival. The defect rate fell to under 2%, and quality-related returns dropped sharply.

The problem

Dining sets arriving in California showed finish defects and loose joinery at roughly a 15% rate — enough to drive returns, reviews damage and margin erosion. Inspecting only at the end (PSI) caught the defects but too late to fix the batch cheaply.

The program we built

The result

Catching defects at the production stage — not after a 30-day ocean voyage — drove the defect rate from ~15% to under 2%. The retailer reports far fewer quality-related returns, and the inspection program pays for itself against avoided returns and chargebacks. Across our client base, importers commonly report 70–90% fewer quality-related returns after adopting a structured inspection program.

PPI + DUPRO + PSI15% → <2%Fewer returns

Frequently Asked Questions

Why inspect during production and not just before shipment?

A pre-shipment inspection catches defects when it is expensive to fix them. Adding pre-production and during-production checks catches issues while the line can still correct them — which is how defect rates actually fall.

Cut your furniture defect rate

Let’s design a multi-stage inspection program for your Vietnam orders.

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