Facilities
Janitor / Cleaner
AI Risk Score 2026
0%
You're in the grey zone.
Oxford Martin School (2013)
66%
theoretical risk
Anthropic Index (2026)
0%
observed today
Combined score: Oxford Martin School (Frey & Osborne, 2013) weighted 40% + Anthropic Economic Index (2026) weighted 60%. Oxford score = theoretical automation potential. Anthropic score = observed AI usage across millions of professional Claude conversations.
Sector: Facilities
What AI will do
- Vacuuming and floor cleaning via robotic systems
- Scheduling and tracking cleaning tasks
- Inventory management of cleaning supplies
What keeps you human
- Cleaning complex, non-standardised environments
- Handling spills and situations requiring judgment
- Interpersonal communication in shared workspaces
Robotic vacuums and floor cleaners are effective in open, structured environments. But most cleaning work happens in complex, multi-room environments with furniture, obstacles, and judgment calls. Full automation is further away than it appears for non-factory settings.
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