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 RFID in fashion retail?

Radio Frequency Identification: tags that let products be identified and counted wirelessly without line-of-sight scanning.

In short

RFID (Radio Frequency Identification) uses tags that let products be identified and counted wirelessly without line-of-sight scanning. Sewn into or attached to garments, RFID labels let a store count its stock in minutes with a handheld reader, improving stock accuracy for replenishment, click and collect and online availability.

How does it work in practice?

Each RFID tag carries a unique identifier that is linked to the product's GTIN and often to its individual serial number. Tags are usually applied at the factory or distribution centre as part of the care or price label. In store, staff walk the shop floor and stockroom with a handheld reader, which picks up all tags nearby at once.

Fixed readers can also be installed at doors, fitting rooms or goods-in areas to record movements automatically. The resulting data feeds stock systems, replenishment and loss prevention.

Why does it matter?

Stock accuracy is a frequent problem in fashion retail, where many small items move between stockroom, shop floor and fitting rooms. RFID helps by:

  • Making frequent full stock counts practical
  • Ensuring products shown as available online are really in store
  • Speeding up goods receipt and shipment checks
  • Supporting anti-theft measures and product traceability

How is AI changing it?

Accurate, frequent RFID data improves the inputs for AI forecasting and replenishment models. Combined with sales data, it can show which items are tried on but not bought, or which sizes are missing from the shop floor although they are in the stockroom, giving merchandisers clearer signals.

Common pitfalls

  • Tagging only part of the assortment, which limits the benefits
  • Tag data not linked correctly to product master data
  • Investing in hardware without changing store processes
  • Overlooking data privacy and customer communication about tags

Frequently asked questions

What is the difference between RFID and barcodes?

A barcode must be scanned one item at a time with a clear line of sight, while RFID tags can be read wirelessly and in bulk, even inside boxes. This makes stock counts much faster.

Who applies RFID tags in fashion?

Tags are often applied at the factory or in the brand's distribution centre, so that goods arrive at retailers already tagged. Some retailers ask their wholesale suppliers to do this.

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