The brief

Analyst view

• 50,000+ BrainOS robots worldwide; deployments grew 68% year on year in the first half of 2026.
• The fleet logged 5.3 million autonomous hours in H1 2026. Tennant is the main machine partner; Walmart a key customer.
• Clean 2.0 (2026) lets scrubbers plan their own routes; scanning towers on the same robots audit store shelves.

Technical approach

As reported

Retrofit

Autonomy as a kit, not a new robot

Brain sells the software and sensor package to machine makers, who build it into scrubbers people already know how to buy and service.

Navigation

Mapping busy public spaces

Cameras and range sensors let the machine build a map, locate itself and stop or steer around shoppers, carts and pallets.

Data

Robots that also see shelves

Add-on camera towers turn cleaning runs into inventory scans, reporting gaps, misplaced items and price-label errors to store managers.

Fleet

Cloud-run fleet

Every robot reports to Brain's cloud, which tracks coverage and uptime and pushes software updates across tens of thousands of machines.

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