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a third-party logistics provider processing high-volume e-commerce returns

How a 3PL Boosted Returns Putaway Productivity 229% With AMRs

A high-volume 3PL lifted returns putaway productivity 229% with AMRs tied to returns software. Documented metrics for operators comparing warehouse robot rental paths.

229%
Putaway gain
~1M
Units/month
Returns
Workflow
Safer
Operations

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

Stacked cartons and totes in a warehouse returns area where associates sort e-commerce product.
Photo: Ihsan Adityawarman

Returns volume outran manual putaway

The logistics provider handles reverse logistics for e-commerce clients where returned goods must be inspected, sorted, and put back into sellable inventory quickly. Monthly putaway from returns approached one million units, and associates spent long shifts walking carts between receiving and storage.

Manual putaway created bottlenecks, error risk, and fatigue in aisles built for forward fulfillment, not unpredictable return flows. Leadership needed automation that could plug into existing warehouse processes without pausing client SLAs.

  • High-volume returns putaway with tight client turnaround expectations
  • Long travel distances and repetitive lifting in the putaway lane
  • Pressure to improve accuracy and associate safety at the same time
Labeled parcels piled on a sort table, illustrating the volume pressure on returns putaway teams.
Photo: Polina Tankilevitch

AMRs orchestrated with returns processing software

An associate scans cartons at a returns station before stock moves to storage locations.
Photo: Tiger Lily

The operator integrated autonomous mobile robots into putaway alongside returns-processing software that directs where each unit should land in inventory. Robots met associates at work zones, carried sorted product, and reduced non-value travel between steps.

Training focused on handoffs at fixed stations rather than driving equipment across the building. The combined workflow aimed to keep people on inspection and decision tasks while machines handled predictable moves.

  • Map putaway stations and robot meet points in the returns area
  • Connect AMR tasks to returns disposition rules in software
  • Pilot robot-assisted putaway before scaling across shifts
  • Monitor accuracy and safety metrics during rollout

Documented productivity and smoother shifts

The integrated automation delivered about a two hundred twenty-nine percent productivity boost in putaway, according to the published case report. Associates put away nearly one million returned units monthly with less walking and fewer handling touches.

Leadership cited fewer errors and improved safety as robots took over repetitive transport. The operation positioned the workflow as a reference for how 3PLs can modernize returns without treating automation as a forward-pick-only tool.

Tall pallet racking in a fulfillment building where faster putaway keeps returns inventory available to resell.
Photo: Engin Akyurt

What reverse-logistics teams can take from this example

This deployment is an industry case study, not a Service Robot Co. client claim. It still shows how a vendor-neutral integrator can scope AMRs for returns, not just outbound picking, and pair hardware with the right software handoffs.

Service Robot Co. selects autonomous mobile robots across manufacturers, supports monthly rental or purchase programs, maps routes in crowded putaway zones, and maintains fleets through a nationwide service network. A free site assessment helps you decide whether returns or forward pick should lead.

Frequently asked questions

This operator applied robots to returns putaway, where paths are less predictable than outbound batch picks. The same AMR platform can serve multiple workflows when software directs each trip. Service Robot Co. helps you prioritize the workflow with the worst travel burden first.

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