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An unnamed fashion customer handles shoeboxes with AI robotics
Added 2026-10-14 · Reviewed 2026-10-15 · Unnamed fashion warehouse customer (Nomagic)
Read the source ↓What the company did
Nomagic reports a live customer deployment of its Shoebox Picker, combining AI perception with specialized gripping hardware. The task is handling delicate, often unsealed two-piece shoeboxes whose lids, orientation and varying sizes make conventional robotic picking difficult.
How it went
The provider says its system can automate up to 98% of shoebox SKUs and identifies an installation in a live customer environment. That coverage claim is not a measured picking-accuracy rate. The customer and site are unnamed, and no independent deployment evaluation is supplied here.
Worth knowing
- The product is designed for picking, packing and sorting, including mixed bins; the announcement does not say which of those workflows the customer installed.
- For your desk: Test lid retention, box damage and recovery from failed grasps across the actual assortment. Record excluded box variants before comparing coverage with a vendor's headline percentage.
Sources & provenance
Nomagic Wins 2026 IFOY Award for Shoebox Picker ↗
Nomagic · Published 2026-06-26 · Reviewed 2026-10-15
“already deployed in a live customer environment”
Supporting evidence and review
Human review required
- Independent review advice: inspect lid retention, packaging damage and exception rates on representative boxes.
- Confirm which workflow and SKU variants a specific installation supports.
Evidence & limitations
- Company/provider-reported deployment; no independent performance evaluation by Freight Fieldnotes.
- Customer identity and site details are undisclosed.
- SKU-coverage claims are provider-reported and do not establish independent picking accuracy.