Service Robot Growth in 2025: Which Segment to Pilot First

Which service robot segment should a facility test first?

Test the segment that matches a task you already measure: work that repeats, can be counted and shows up in most buildings. For many facilities, that points to material movement between fixed points or overnight floor cleaning. The 2025 figures from the International Federation of Robotics, or IFR, carry the most weight for those two areas.

IFR's press release, dated 30 September 2026, says global professional service robot shipments rose about 24% to almost 250,000 units in 2025. Transport and logistics led the application ranking with 117,500 units. Read those numbers as a map of where the market moved, not as a projection for any one site.

The rest of this piece turns that map into a shortlist and a method for choosing one pilot.

What did IFR report for each segment in 2025?

IFR's release ranks applications and gives growth figures for several categories. Some of the detail below comes from trade press coverage of IFR's data, not from IFR's own text, and the difference matters when you quote it.

• Transport and logistics: 117,500 units, the top application in IFR's release.
• Hospitality: ranked second, according to trade coverage of the IFR data.
• Professional cleaning: ranked third, with floor cleaning as the main cleaning use.
• Medical service robots: up 19%, with surgical robots up 57% to 8,400 units and driving most of that gain.
• Consumer service robots: up 37%.
• Humanoids: roughly 7,000 full size units, over 140 cm, reported as shipped for commercial and professional use.

Why do transport and logistics lead the shortlist?

Transport leads because repetitive moves are the easiest work to define. A tote leaves a dock, a cart crosses a floor, a pallet reaches a staging point. Each trip can be timed, counted and compared against the crew hours it replaces.

Trade coverage of the IFR data, including SupplyChain247, puts the transport and logistics share at about 47% of professional service robot shipments. That is secondary reporting. It is consistent with 117,500 units against almost 250,000 in total, but it is not IFR's own text, so cite it as coverage.

The tradeoff is layout. Narrow aisles, mixed traffic and dock doors that open unpredictably all change the route. A path that works on a plan drawing can stall on a real floor, so ask for mapping during the site assessment, not after the order.

If your site moves goods between fixed points several times per shift, transport belongs at the top of the shortlist. Measure the trips and minutes per move before any vendor conversation.

Where does professional cleaning rank in a first pilot?

Professional cleaning ranked third in IFR's application list, behind transport and hospitality, and floor cleaning was reported as the main cleaning use. For a facility with a floor problem after hours, that makes cleaning the second candidate on the shortlist.

Cleaning fits a pilot well when the floor area is large, the traffic is predictable and the work can run when staff have left. A unit that completes the same route each night leaves a log you can check, which makes the pilot easy to judge.

The tradeoff is surface and obstacles. Wet floors, tall displays and stairs do not suit every machine. A compact floor robot may reach a retail aisle that a large scrubber cannot, and a warehouse may need the reverse.

Before you pilot, record the square footage, the hours the floor is open, the zones that soil first and the labor hours the current crew spends on them.

What do the medical and consumer gains tell a facility?

Medical service robots grew 19% and consumer service robots grew 37% in 2025, according to trade coverage of IFR data. Surgical robots rose 57% to 8,400 units and drove most of the medical gain. Those are useful signals about momentum.

They do not describe what a clinic corridor or a hotel floor will do. Medical growth is concentrated in surgical systems that most facilities will never operate, and a consumer growth rate says nothing about whether a unit pays back a particular floor.

Use the percentages to decide which vendor calls and trade events deserve your time, then return to your own task list.

Should a facility pilot a humanoid robot?

Trade coverage of IFR data reports roughly 7,000 full size humanoids, defined as over 140 cm, shipped for commercial and professional use. Most were used in specialized applications, and some needed human teleoperation. I did not find that figure on an IFR primary page, so treat it as a reported number.

For most facilities, a humanoid is a watch item rather than a first pilot. A task with a defined route, a measurable outcome and a clear support arrangement will give you more usable signal than a general purpose machine working an unfamiliar job.

How should you read the IFR numbers without overreaching?

IFR's World Robotics service robot figures come from a sample of 238 companies. They are not projected to the whole industry, and IFR advises against comparing figures across different years' reports. Mixing editions can make a trend look sharper than the data allows.

Keep each report's figures in its own bucket. A 2025 shipment count and a 2026 editorial outlook answer different questions. When a number appears in a board memo, name the report, the year and the source, and say whether it came from IFR or from coverage of IFR.

A market share describes the whole sample, not your building. A 47% transport share does not mean your warehouse will show the same profile.

How do you move from a shortlist to a lease quote?

Choose one task, measure it for a few weeks, then ask for a site assessment. The assessment checks layout, power, surfaces, traffic and the route a robot would take. The lease quote is built from that assessment, not from a catalog price.

Service Robot Co. is an OEM neutral integrator. We pick the right robot across manufacturers, then lease it through financing on a three year lease, with one fixed payment quoted after the site assessment. We deploy, integrate, train and service every unit under RoboCare, our service plan, backed by regional service engineers in the states we serve.

Starting with one leased unit lets you test the chosen task, compare the log against your baseline and decide whether to expand before committing more equipment.