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a third-party fulfillment operator running more than two million square feet across five US warehouses

Multi-Site 3PL Raises Pick Productivity 61% With Collaborative AMRs

How a US fulfillment operator across five warehouses deployed collaborative AMRs for retail and e-commerce picks, reporting a 61% productivity gain without facility redesign.

61%
Productivity
5 sites
Warehouses
2.2M
Sq ft total
4-6 wk
Rollout

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

Fulfillment warehouse aisle where associates pick e-commerce orders beside mapped travel paths for collaborative AMRs.
Photo: EqualStock IN

Peak season strained people across five buildings

A third-party fulfillment operator running more than two million square feet across five US warehouses handles big-box retail, direct-to-consumer, marketplace, and value-added programs for consumer brands. Seasonal spikes and rising service expectations made it harder to add labor without blowing budgets.

Associates faced long walks and repetitive cart pushes that drove fatigue and turnover just when accuracy mattered most.

  • Multi-channel fulfillment with volatile peak volume
  • Physical strain on pick-and-pack teams
  • Need for speed without costly building retrofits
Stacked retail cartons in a busy third-party warehouse during seasonal peak volume.
Photo: Ihsan Adityawarman

Collaborative AMRs on existing WMS workflows

Associate scanning items in a pick zone while travel between aisles shifts to autonomous mobile robots.
Photo: Tiger Lily

Leadership chose flexible autonomous mobile robots that could map facilities within days and connect to warehouse systems through APIs instead of ripping out aisles. Two sites moved from kickoff to full operation in about four to six weeks with no downtime called out in the published story.

Training stayed short, often under ten minutes per associate, so teams could follow robots zone by zone while continuous improvement staff tuned routes with the vendor.

  • Pilot AMRs on high-walk pick paths first
  • Integrate order data through existing WMS APIs
  • Roll site by site across the five-building network
  • Upskill leads to manage robot traffic and exceptions

Sixty-one percent productivity lift without redesign

The operator reports a sixty-one percent increase in productivity after AMRs took over travel between pick faces and pack stations. Throughput rose without adding headcount during peaks, and leaders cited better accuracy plus lower fatigue on the floor.

Associates shifted from pushing carts across wide buildings to pick-and-pack work beside robots that met them in the aisle.

Pack station where higher pick productivity frees staff from long walks across a multi-site fulfillment network.
Photo: GB The Green Brand

What US 3PLs can take from this rollout

This is a documented fulfillment deployment analyzed as an example, not a Service Robot Co. client project. It shows how an OEM-neutral integrator can size collaborative AMRs when peaks hit but you cannot rebuild the warehouse.

Buy, lease, or finance the fleet through one partner, phase go-live by building, and keep RoboCare coverage so a down robot during holiday week does not stall every client SLA.

Frequently asked questions

The published case emphasizes mapping existing aisles and integrating through WMS APIs rather than rebuilding the building. Your integrator should confirm pick paths and charging locations during a site walk.

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