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a peak-prone multi-site fashion, footwear, and activewear third-party logistics operator serving major retail and direct-to-consumer brands

How a Multi-Site Fashion 3PL Raised Pick Productivity 58% With Seasonal AMRs

A documented apparel fulfillment case study: holiday surges and temp labor gave way to cart AMRs that lifted pick productivity 58% and cut training to one pick cycle.

58%
Pick productivity gain
27+15
AMRs base + peak rent
1.5 hrs
Cross-site moves
1 cycle
Picker training

Based on a documented real-world deployment. Figures are from public reporting; the organization is not named.

Tall warehouse shelving lines a fulfillment aisle where pickers stage apparel cartons during peak season.
Photo: Daniel Andraski

Peak volume without peak predictability

A peak-prone multi-site fashion, footwear, and activewear third-party logistics operator serves major retail accounts and a growing direct-to-consumer base. Volume swings are sharp. The network often shifts labor between large sites and sometimes staffs two hundred to three hundred additional temporary pickers in one building to clear holiday and promotional waves.

Manual cart picking made every surge expensive. Training ate calendar time. New hires needed days to feel confident on the floor. Accuracy still mattered when ecommerce lines mixed with wholesale cartons in the same shift.

  • Short training windows before peak weeks
  • Heavy reliance on temporary labor
  • Need to rebalance capacity across multiple DCs quickly
Fulfillment associates pack mixed retail cartons at tables during a high-volume shipping shift.
Photo: Tiger Lily

Flexible cart AMRs across three sites

Trucks wait at a distribution center loading dock where seasonal freight moves between buildings.
Photo: Mark Stebnicki

The operator mapped pick paths and dock-to-rack flows, then deployed collaborative cart-towing AMRs at three distribution centers. Twenty-seven units run year-round. Fifteen more rent for holiday volume, so fleet size tracks demand instead of permanent headcount.

Sites stay ready to accept additional units on short notice. When one building spikes, robots move between buildings in about one and a half hours. Pickers work alongside the carts instead of pushing weight across the floor alone.

  • Map workflows and physical constraints before go-live
  • Keep a base fleet plus seasonal rentals
  • Integrate with the existing warehouse management workflow
  • Train associates during a single live pick cycle

Measured gains on the pick floor

Published results report a 58% improvement in pick productivity. Training time shrank to one pick cycle, so temporary staff could contribute on day one instead of shadowing for multiple shifts.

Before a major peak season the operator increased picking headcount about 2.3 times. When order volume tripled, new hires reportedly reached 80% of full-time-equivalent performance within one shift while working with the robots. By reallocating the fleet between buildings at peak, throughput rose about 3x where demand was hottest while base business volume grew about 2x since the initial deployment.

Cartons move along a belt in a busy parcel sort area after pick routes clear holiday volume.
Photo: Tima Miroshnichenko

What this means for your fulfillment network

Fashion and footwear peaks punish manual cart programs. Service Robot Co. helps US operators pilot cart-towing AMRs with a vendor-neutral shortlist, map real pick paths, and align WMS handoffs before units arrive. Robot rental monthly and seasonal fleet expansion can match holiday curves without buying hardware you only need six weeks a year.

Deployment, integration, training, and nationwide service sit under one partner. That matters when you must move autonomous mobile robot rental units between buildings overnight and keep pick accuracy while labor mixes change.

Frequently asked questions

In this documented deployment, the same collaborative carts supported mixed retail and direct-to-consumer demand. The operator mapped each building first so robots followed stable pick paths. Service Robot Co. runs a free site assessment to see if your SKU profile fits that model.

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