How Autonomous Mobile Robots Reached the Warehouse Mainstream

Autonomous mobile robots have left the experimental stage behind in warehouse and distribution-centre operations. The machines now support picking, internal transport and replenishment across a widening range of environments, according to a roundtable discussion convened by Logistics Management.

The session features Doug Schuhart, global intralogistics industry manager at Beckhoff Automation; David Scheffrahn, vice president of sales at Ocado Intelligent Automation; Iñaki Fernández, chief technology officer at Mecalux; and Alan McDonald, vice president of industry solutions at Locus Robotics. The panellists will examine where AMR adoption is accelerating, how robot capabilities and navigation intelligence are maturing, and what fleet orchestration demands as deployments grow.

The discussion is intended to give warehouse and distribution-centre leaders a clearer view of which AMR applications deliver the most value today, which challenges become more acute as fleets expand, and what the next phase of AMR evolution is likely to require.

What the AMR Industry Panel Signals About Scale

The composition of the panel is itself a marker of an industry transition. Not long ago, the central question was whether AMRs could work outside tightly controlled pilots. The current conversation, reflected in this session, assumes they already do—and moves to the harder questions of scale.

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What Mainstream Means for the Named Players

Locus Robotics and Mecalux are commercial AMR and intralogistics suppliers, so their participation signals a push beyond early-adopter contracts. Ocado Intelligent Automation brings the perspective of a company that has applied automation at scale in grocery fulfilment. Beckhoff Automation, as a control and automation technology supplier, points to the integration layer that connects individual robots to a facility's broader systems. That mix matters because mainstream adoption depends as much on reliable machine integration as on robot hardware.

Why Fleet Software, Not the Robot, Becomes the Bottleneck

When a warehouse moves from a few robots to tens or hundreds, the limiting factor often shifts from individual navigation to central coordination. The roundtable's focus on navigation intelligence and fleet orchestration suggests that the next competitive arena is software: real-time task assignment, traffic management and interoperability between robots and existing warehouse management systems. That framing is consistent with the operational reality that more robots only add value if they can be directed without creating new bottlenecks.

What Warehouse Leaders Should Ask AMR Providers

  • Ask AMR providers for proof from production-scale fleets, not single-robot pilots. With the industry presenting AMRs as mainstream, references from multi-shift operations should be a baseline requirement for suppliers such as Locus Robotics and Mecalux.
  • Treat navigation intelligence and fleet orchestration as separate evaluation criteria. The roundtable agenda identifies these as the areas changing fastest as deployments grow, so hardware specifications alone will not show how a large fleet will behave across picking areas, mezzanines and dock zones.
  • Probe integration with existing warehouse management and control systems. Beckhoff Automation's role in the session highlights the interface layer between AMRs and facility-level automation, which often determines whether a larger fleet reduces work or creates new manual workarounds.