7 October 2026International edition
Vol. I · No.
7 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Glossary

What is a distribution centre in fashion logistics?

A distribution centre is a warehouse that receives, stores, picks, packs and ships goods to stores, wholesale customers and online shoppers.

In short

A distribution centre is a facility where a fashion company receives goods from suppliers, stores them and ships them onwards to stores, wholesale accounts or consumers. Unlike a pure storage warehouse, it is designed for fast throughput, picking and order fulfilment across channels.

How does it work in practice?

Inbound shipments arrive with advance shipping notices and are checked, labelled and put away. Orders are then picked by SKU, packed and dispatched. For wholesale customers, the distribution centre may add hangers, retailer labels or specific packing requirements, while ecommerce orders are typically single items shipped to consumers.

  • Receiving: checking quantities and quality against the purchase order.
  • Storage: flat-packed or hanging garment storage by location.
  • Picking and packing: batch picking for stores, piece picking for online orders.
  • Returns processing: inspecting, refurbishing and restocking returned items.

Why does it matter for fashion businesses?

The distribution centre is where inventory becomes available to sell. Slow receiving delays product launches, while inaccurate picking causes short shipments to wholesale partners and chargebacks. Because fashion volumes peak around season starts, sales and holidays, the capacity and flexibility of the distribution centre directly affects revenue.

How is AI changing it?

AI is used to forecast inbound and outbound volumes so labour can be planned, to optimise slotting so fast-selling items sit near packing stations, and to route orders between several sites. Computer vision supports quality checks on returns and counting at receiving, and RFID combined with analytics improves inventory accuracy.

Common pitfalls

Common issues are separate stock pools for retail, wholesale and online, poor master data such as missing dimensions or weights, and underestimating the space and labour needed for returns.

Frequently asked questions

What is the difference between a warehouse and a distribution centre?

A warehouse focuses on storing goods, often for longer periods. A distribution centre is built for fast movement of goods, with picking, packing and shipping to many destinations as its core function.

Should a fashion brand run its own distribution centre?

It depends on volume, channel mix and control needs. Many growing brands start with a 3PL and move in-house once volumes justify the investment, while others keep outsourcing for flexibility.

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