Choosing Robots by Task, Not by Catalog: A Neutral Checklist

Where should a robot selection begin?

Start with the work, not the machine. A sound robot choice begins with the floor, the traffic moving across it, the hours the robot must run, the hazards in the space and the systems the robot has to connect to.

Only after those five facts are on paper does a robot family earn a place on the list. A specific model comes later, and it should be chosen from several manufacturers, not from whichever catalog arrived first.

The order matters. Reverse it, and the catalog quietly becomes the scope, which is how a site ends up with a machine built for a floor it does not have.

What do the 2025 shipment numbers actually show?

Industry data helps frame the market. According to a Supply Chain 247 report on IFR World Robotics figures, transport and logistics took about 47 percent of professional service robot sales in 2025, with 117,500 units, up 21 percent on the prior year. Professional cleaning ranked third with a 12 percent share.

The same report says cleaning robot sales rose 40 percent in 2025 from a smaller base than transport, and inspection and maintenance robots rose 83 percent. Overall professional service robot shipments rose 24 percent to almost 250,000 units.

Read these figures with restraint. They come from a sample of 238 producers out of 1,001 manufacturers and are not projected to the whole industry. The article is a secondary account of IFR data, and it gives no unit count for cleaning robots on its own.

Which task facts belong on the first checklist?

Write these five facts down before any demo. Each one narrows the robot family, and a missing fact usually surfaces later as a stalled route or an idle unit.

Floor type and traffic usually decide the robot family first. Hours and hazards then shape the duty cycle, and integration decides how much of the deployment depends on people outside the operations team.

• Floor type: material, sealant, grout lines, thresholds, ramps, and any wet or oily zones that change traction and cleaning method.
• Traffic: how many people, carts or forklifts share the space during the run window, and where their paths cross the robot's route.
• Hours: the exact window the robot may run, including overnight gaps, staffing changes and periods when the floor is occupied.
• Hazards: spills, debris type, dust, chemicals, drop-offs and any zone that needs a person's sign off before a robot enters.
• Integration: the doors, elevators, dock controls, wireless networks and management software the robot must work with.

How do hours and hazards narrow the machine type?

A night shift changes the question. A night shift autonomous scrubber needs a clear route, a charging plan and a documented stop behavior for when a door opens or a pallet blocks an aisle.

A daytime robot in a busy corridor needs something else, usually slower speeds and routes that respect foot traffic. The same building can need two robot types, one for the empty overnight hours and one for the crowded day.

Floor scrubbers show how easily a spec sheet can mislead. A rating may state a large area covered per hour, but that figure is a theoretical ceiling. Coverage figures on spec pages are generally theoretical maximums, not promises for a given site, so check every figure against your square footage, turns, stops and charging breaks.

How do you compare machines without a favorite catalog?

Put every candidate on one worksheet with the same columns: path width, run time, coverage method, charging or dock needs, and the test conditions behind each number. Vendor sheets rarely share assumptions, so a side by side read matters more than any headline figure.

Tennant publishes North American specification sheets for its X4 and X6 ROVR scrubbers. The figures on those sheets were not checked for this review, so read them directly and confirm each one before it enters the worksheet.

As of October 2026, a Staples Advantage listing gives up to 21,120 square feet per hour and up to 3 hours of run time for the Tennant T260. That is a retailer listing, not the manufacturer's sheet, so confirm it against manufacturer documentation before you rely on it.

Then ask every maker for the same test: your floor plan, your run window, and a supervised trial in a representative zone. Use the trial numbers, not the brochure, to rank the shortlist for large facility coverage.

What does integration add to the checklist?

Integration is where a machine that looks right on paper can still fail a site. Route mapping, door access, elevator calls, charging locations and reporting into a building system each need a named person on the site side before go live.

Add one line per system to the worksheet and record who signs off on it. Also settle the swap process, because a unit that leaves the route needs a fast replacement or a technician within the shift, or the zone goes unclean.

Where does an OEM neutral integrator fit?

An OEM neutral integrator keeps the decision tied to the work instead of one catalog. Service Robot Co. works this way for US businesses. We identify the right robots across manufacturers, then lease, deploy, integrate, train and service every unit through a nationwide US engineer network.

The path usually starts with a site assessment and mapping visit. After that assessment we quote a lease running three years, with one fixed robot lease payment, so the robot choice, the deployment and the service terms are settled together, with one point of contact and one number to call.

Teams that want to test the fit first can start with one leased unit in a single zone, then widen the robot pilot program only after the worksheet numbers hold on their floor. That is the same discipline this checklist asks for, applied to the contract.