Transport or Cleaning Robots: Which Problem to Solve First

Which category should a facility start with?

Start with the category that consumes the most unplanned labor on your site, not the one with the largest market share. For many facility teams, that means looking first at transport work done by hand, or at floor care that slides to the end of a shift or never happens at all. The two categories solve different problems, so the decision starts with your operations, not the industry chart.

Market data shows where vendors and volume are concentrated. It cannot tell you how far your staff walk between receiving and staging, or whether the overnight floor goes unscrubbed when a shift runs short. Those facts sit in your timecards, your floor plan and your traffic counts, and they should decide the first robot.

What the 2026 IFR figures say about each category

According to IFR World Robotics 2026, released September 30, 2026 and covering 2025 shipments, transport and logistics reached about 117,500 professional service robot units. That was up 21 percent and roughly 47 percent of professional service robot shipments. The IFR press release headline rounds the figure to 117,000, but the body text gives 117,500, so quote the body figure if you cite it.

Professional cleaning ranked third with a 12 percent share. Hospitality ranked second at 14 percent. Cleaning sales are reported up 40 percent, and floor cleaning is the main application within that group, according to an industry summary of the same IFR presentation. We found only that one summary for the 12 percent cleaning share, so treat it as a single reported figure.

Across the whole professional service segment, shipments rose about 24 percent to nearly 250,000 units in 2025. That growth is real, but it is a total, and a total hides where your floor sits within it.

Why market share is a weak first test

IFR's figures come from a survey sample of 238 producers out of 1,001 manufacturers, and sales are not projected to the whole industry. The sample can change from year to year, and IFR cautions against comparing figures across reports. A 47 percent share is therefore a reading of one surveyed group, not a census of every robot in service.

Use the shares as a map of where the category is moving. A large transport share tells you that many vendors and models compete for warehouse and logistics work. It does not tell you that moving goods is your biggest drain on hours, and a 12 percent cleaning share does not mean your floors matter less.

What to measure on the transport side

Walk each busy route at normal working speed, not the speed on paper, and record these five things for each one:

• Hours per shift spent moving pallets, totes or carts by hand
• Round trip distance for the three busiest routes, measured on foot
• Stops per route and how long each stop waits for a person to arrive
• Doorways, elevators and dock levelers each route must cross
• Peak windows when a route backs up because hands are short

What to measure on the floor side

Floor work needs different measures. Note the floor type, debris load, spill frequency, foot traffic by hour and the open area a scrubber or sweeper must cover. Then log when cleaning actually happens, because the hidden cost is often a missed pass rather than a visible labor line.

If the floor is cleaned only by the day shift, or it stays dirty when the night crew is short, you have a gap that a floor robot can target. Overnight cleaning with no operator on site is the goal most teams state, but check the cleaning log against the floor itself, not against the schedule.

Where each category usually fits first

Transport tends to fit first when routes repeat, distances are long and goods follow predictable lanes. It asks more of the site up front, since routes must be mapped and coordinated with dock schedules and, in many warehouses, with inventory systems.

Cleaning tends to fit first when floor area is large, soil is steady and cleaning hours go unfilled or are hard to schedule. It asks for a clear floor plan, charging space and simple rules for how the robot behaves around people and doorways.

If both problems are large, pilot the one with fewer system dependencies, then add the second after the first runs cleanly. Two new systems in one zone make it hard to tell which one moved your hours.

How to pilot one unit before committing to a fleet

A first deployment works best as a narrow test, with one zone, one shift and one measure that everyone agrees on before the robot arrives. Service Robot Co. begins with a site assessment and mapping, then quotes the lease after that assessment as one fixed number on a lease term of three years.

We are OEM neutral. We choose the robot for the task across manufacturers, then deploy, integrate, train and service it under our RoboCare service, backed by regional service engineers in every state we service. Teams that start with one leased unit get go live support on that unit before any wider rollout is discussed.

Run the pilot long enough to cover your normal peaks, and compare the results with the hours you logged before the robot arrived. If the numbers do not move, the category may be the wrong first target, and that is far cheaper to learn in one zone than across a whole site.