Keep irregular work with people
Stairs, tight rooms, edges, furnishings, spills, and changing obstacles often require judgment and dexterity. Forcing automation into those tasks can add supervision without removing meaningful labor.
Automate repeatable coverage
Long corridors and open floor areas are easier to map, schedule, and review. These routes can be evaluated separately from the detailed work that remains manual.
Design the division of work
The useful question is not whether robots or people clean better overall. It is which part of the job each can perform reliably while the whole team maintains the required standard.
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