Where Floor Cleaning Robots Sit in IFR's 2026 Service Data

Where does professional cleaning rank in 2025?

Professional cleaning ranked third among service robot categories in 2025, according to IFR's World Robotics 2026 Service Robots release, dated September 30, 2026. Floor cleaning was the main application within that category.

The broader professional service robot group rose 24% to almost 250,000 units in 2025. Transportation and logistics led with 117,500 units, up 21% and holding a 47% share, and hospitality came second. Cleaning sat behind both. We could not verify a 2026 cleaning unit count from the release text, so this article does not state one.

Why does floor cleaning carry the group?

IFR's definition places floor cleaning first in its professional cleaning family. Floor cleaning, coded AP21, covers offices, hotels, public buildings, streets and sidewalks. Window and wall cleaning, tank, tube and pipe cleaning, hull cleaning, disinfection and an other category sit beside it.

The work is repetitive and covers large areas, which is why floor care tends to dominate the category. Older IFR data shows the same pattern under a narrower grouping: the 2024 release said floor cleaning was about 70% of the professional cleaning group in 2023.

Which growth figure should you cite?

Not every IFR cleaning number measures the same thing, so choose the release and grouping before you quote one. Three checks keep a citation honest.

• Match the release year to the data year. The 2025 release reported 2024 units, while the 2026 release reports 2025 totals.
• Confirm the grouping. The 2024 release used a narrower set, while Our World in Data's IFR series includes disinfection and other large-scale cleaning robots.
• Check the sample. Automate reports that the 2026 figures rest on 238 service robot suppliers, and IFR cautions against comparing figures across reports because sample composition can change.

What does this signal for janitorial firms?

For janitorial firms, the ranking says robots are no longer a side note in professional service. Cleaning sits near the top of the category, and floor cleaning is its largest slice. Expect clients to ask how floor work is covered when night labor is hard to fill.

IFR's 2025 release links adoption to staff shortages, which push companies toward robots designed for trained professionals. It also says many firms prefer subscription or rental agreements over outright purchase, and it reports that the robot-as-a-service fleet grew 31%, according to IFR President Takayuki Ito. A monthly model suits a contractor who wants a robot on a fixed route without a large upfront commitment.

What should property managers and facility teams check first?

Facility teams should start with the floor and the hours, not the machine. Floor type, obstacle density, aisle widths and the window when the building is empty decide whether a floor scrubber earns its place. IFR's 2026 release lists safety standards, high training and maintenance costs, and a weak business case, particularly in industrial settings, as barriers that continue to limit adoption.

Service Robot Co. is an OEM-neutral commercial robot integrator for US businesses. We pick the right robots across manufacturers, then lease them on a 3-year lease with one fixed payment quoted after a site assessment. We deploy, integrate, train and service each unit through a nationwide US engineer network, so the facility team is not reconciling three vendors when a route fails overnight.

How much training and upkeep does a first robot need?

IFR describes professional service robots as requiring a trained operator, and it gives cleaning robots for public places as an example. Training belongs in the budget, not in an afterthought. Crews need to know how to clear debris, check the squeegee, and respond to a pause before the first full week.

Maintenance is the other line IFR flags. Plan for scheduled service, spare parts access and remote fault triage before signing anything, and ask every provider to put those promises in writing.