Key takeaways
- Transport and logistics was the largest professional service robot application in 2025, at about 47% of shipments.
- That share covers professional service robots only and comes from a 238-company IFR sample.
- Start with one repetitive route, not a campus-wide plan.
- Write the baseline down before go-live, or the pilot cannot prove anything.
- Set the criteria for a second route before the first robot arrives.
Why transport robots led 2025 and where a team should begin
Transport and logistics was the largest professional service robot application in 2025. According to IFR coverage, about 117,500 units went into that category, up 21% year over year and equal to a 47% share of professional service robot shipments. IFR's headline release puts total professional service robot shipments at nearly 250,000 units, a rise of about 24%.
For a facility team, the practical answer is to start small. Choose one transport job that repeats every shift, record how it runs today, and widen scope only after the measured results hold. The sections below explain what the data does and does not say, and how to run one first pilot without overreaching.
How hospitality and cleaning rank in the same data
Hospitality ranked second in 2025 with a 14% share, covering mobile guidance, information services and telepresence. Professional cleaning ranked third at 12%. Cleaning robot sales rose about 40%, and inspection and maintenance robots rose about 83%, with floor cleaning as the main cleaning application.
Those growth rates describe the category as a whole, not your building. A transport pilot and a floor cleaning pilot may share a campus, but they should keep separate baselines and separate scorecards so the results stay readable.
Choosing the first transport job

The best first job is narrow, repetitive and easy to time. Pick one route with a fixed start, a fixed end and a named lead who reviews the results each week. Long multi-building hauls can wait until the team has a working log to trust.
Match the robot to the load before you name any model. A pallet transport robot suits different loads, route widths and stop counts than a small tote cart, so check weight, doorway clearance and the number of stops first. Avoid jobs that depend on a steady stream of verbal requests, because a robot performs a predictable loop far better than a list of favors.
- Trips per shift and the ordered stop list for the route
- Minutes a staff member spends on each trip, timed over at least one normal week
- Handoff points where a person loads, unloads or confirms receipt
- Charging windows that avoid peak dock traffic
- Where exceptions get logged and who reviews them each morning
Site assessment, integration and go-live for one unit
The process starts with a site assessment. The team walks the route, checks doorways, elevator access, floor transitions and wireless coverage, then builds a map from what the robot will actually see. Mapping mistakes often surface first in a pilot, so give this step more time than feels necessary.
Integration comes next. The robot needs a clear handoff to the people and systems around it, from a simple call button to a link with the warehouse management system. Training covers the staff who load the unit, clear its exceptions and watch the route during the first weeks.
Go-live support should sit beside the operation for the first days, not appear only after something breaks. Plan a fixed review at the end of week one and again at week four, and keep the exception log open to everyone who touches the route.
Judging the first month against the baseline
Compare the pilot against the figures you wrote down before the robot arrived. Look at completed trips, missed stops, exceptions per shift and staff minutes returned, then read the exception log as closely as the totals. A clean average can hide a route that fails every afternoon.
Decide the criteria for a second route before go-live, and write them down. A scorecard agreed in advance keeps the review focused on evidence, and it stops a pilot from being judged on enthusiasm or on a single bad week.

Where industry figures stop helping a single site
Shipment shares tell a facility what the market shipped, not whether one dock's traffic justifies automation. A sample of 238 suppliers cannot predict your aisle widths, your shift pattern or your peak hours. Use the national figures to set context and let your own baseline make the call.
Treat any forecast with the same care. A market growth projection describes many buildings at once, while your decision depends on one route, one shift and one set of staff hours.
How a lease fits a first transport robot
Service Robot Co. leases robots through financing, on a 3-year lease with one fixed payment quoted after a site assessment. We work across manufacturers and choose the unit that fits the route, then finance, deploy, integrate, train and service it through a nationwide US engineer network.
For a first unit, that structure keeps the number of partners small. Starting with one leased unit lets a team test a route before committing to a fleet, and the same integrator can widen the scope if the scorecard supports it. That is commercial robot leasing with a single point of contact.
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