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a national automotive aftermarket retailer and franchise headquarters running an east regional e-commerce distribution center

How an Automotive Parts DC Doubled Picking While Halving Floor Staff

A national aftermarket retailer linked seven collaborative AMRs to its WMS at an east regional DC and reported about double picking productivity with half the prior floor staff.

2x
Pick rate
50%
Staff level
7 AMRs
Fleet size
Sep 2024
Go-live

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

Shelves of boxed automotive parts line a warehouse aisle.
Photo: Tiger Lily

E-commerce swings outran manual picking

A national automotive aftermarket retailer and franchise headquarters running an east regional e-commerce distribution center ships car accessories through a high-SKU e-commerce department. Volume spikes and quiet weeks made staffing levels hard to hold.

Cart-based picking leaned on experienced associates, and accuracy varied with skill on the floor. Leadership needed steadier throughput without rebuilding the building.

  • Fluctuating e-commerce order volume
  • Hard-to-hold picking labor
  • Accuracy tied to individual skill
  • Need for trackless routes in existing aisles
A worker moves cartons along racks in a parts warehouse.
Photo: Tiger Lily

Seven collaborative AMRs tied to the WMS

Cartons sit staged near shipping lanes inside a distribution center.
Photo: Mike van Schoonderwalt

The operator introduced seven trackless collaborative AMRs at its east regional logistics center in September 2024. The units run without fixed floor guides, so aisles stayed largely as they were.

Shipping data flowed from the warehouse management system into the robots so pick paths stayed aligned with outbound orders. Associates picked into the mobile units while the fleet handled travel between zones.

  • Pilot AMRs on live e-commerce picks
  • Integrate robot tasks with the WMS
  • Train mixed-skill teams on daily starts
  • Monitor accuracy alongside rate gains

Published productivity and staffing shifts

After introduction, published reports cite picking productivity improving by approximately double compared with the prior manual approach.

The same coverage notes floor staffing for picking fell to about half the pre-deployment level while accuracy held across newer and veteran associates. Leadership planned wider rollout to additional regional centers and in-store logistics areas based on the east site results.

Organized automotive spare parts fill storage bins at a service shop.
Photo: Jose Ricardo Barraza Morachis

What US parts distributors can take from this pattern

This story is a documented example, not a Service Robot Co. customer claim. It still shows why US aftermarket and parts distributors compare collaborative AMRs to fixed conveyor projects when volumes swing.

Service Robot Co. selects OEM-neutral picking AMRs, then finances, deploys, integrates, trains, and services units through a nationwide engineer network. A free site assessment maps pick paths, WMS hooks, and phased go-live before you scale fleet size.

Frequently asked questions

This deployment used trackless collaborative AMRs that do not need fixed floor guides like traditional AGVs. US sites still need clear aisle widths and charge locations validated on a walk-through. Service Robot Co. maps those constraints during a free assessment.

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