Use Case - Fashion & Apparel

Packing Video for Fashion and Apparel Fulfilment

Fashion fulfilment has the highest return rates of any sector - often driven by size and colour disputes. PackVision records exactly which variant was scanned and packed for every order.

The challenge

Fashion and apparel has notoriously high return rates, with many customers claiming they received the wrong size or colour. Because variants look similar in the box, it's almost impossible to prove which was packed without video. Refund costs in fashion fulfilment are significant.

How PackVision helps

PackVision records every packing session with video showing exactly which item was handled, and logs every barcode scanned - including the variant barcode (size/colour-specific SKU). When a customer claims the wrong size was sent, you can verify exactly what was packed.

Key benefits

Video shows exactly which variant was handled
Variant-specific barcode logged at scan time
Prove correct size and colour was packed
Reduce unjustified returns and refunds in fashion
Evidence for size/colour disputes in seconds
Works with standard retailer barcodes - no changes needed

How it works for this use case

01

Operator packs the order normally

Each item is scanned as packed. The variant barcode (unique per size and colour) is logged automatically.

02

Video shows the item as it's handled

The footage captures the item as the operator picks it up and scans it. Size labels and colour are visible on camera.

03

Customer disputes the variant

A customer claims they received the wrong size or colour. Search by order number in PackVision.

04

Verify from footage and barcode log

The barcode log confirms which variant SKU was scanned. The video shows the item. Dispute resolved with evidence.

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