a global manufacturer running a high-volume spare-parts logistics centre in Europe
How a Spare-Parts Logistics Hub Halved Cleaning Costs With an Autonomous Scrubber
A European spare-parts logistics hub cut reported cleaning costs about 50% after replacing side-task ride-on scrubbing with an autonomous unit that also cut airborne dust.
- ~50%
- cost cut
- 5K
- orders/day
- 40t
- daily ship
- 1
- AMR
Based on a documented real-world deployment. Figures are from public reporting; the organization is not named.

Dust and side-task scrubbing slowed the warehouse
This spare-parts logistics centre ships heavy product worldwide with thousands of orders and dozens of tonnes moving daily. Forklift traffic raised dust levels until wet scrubbing became mandatory, but cleaning fell to permanent staff on the side of their core jobs.
Leadership compared classic ride-on scrubbers with an autonomous option that could run predictable routes without pulling technicians off logistics work.
- Thousands of daily orders through a central warehouse
- Dust from constant movement overwhelmed sweeping alone
- Cleaning handled as a side task by permanent staff
- Need wet scrubbing without doubling labor cost
Autonomous scrubber after side-by-side trials
Facility leaders ran test passes with an autonomous scrubber against ride-on machines and tracked time, dust, and operator burden. The autonomous unit won on efficiency and thoroughness, then expanded from logistics into large production floors.
Docking handled refill, drain, and charging with about ten minutes of daily human attention on routine upkeep.
- Trial autonomous routes beside ride-on scrubbers
- Measure dust and cleaning time on identical aisles
- Start in the central spare-parts warehouse
- Expand to production areas after logistics proof

About half the cleaning cost

Published reporting states traditional cleaning cost roughly twice as much as the autonomous program, with noticeably less dust and a lighter workload for facility staff.
Staff shifted attention to higher-value tasks while the robot maintained wet cleaning on scheduled routes.
What logistics and manufacturing sites can copy

This account documents a European engine manufacturer logistics deployment, not a Service Robot Co. customer story. It still shows how a vendor-neutral integrator should scope AMR scrubbers: trial against ride-on cost, measure dust for ninety days, then expand from warehouse to production.
Service Robot Co. selects scrubber platforms, runs site assessments, and supports industrial floor scrubber rental or lease programs with a nationwide network of regional service engineers on one contract.