Choosing Robots by Task, Not Brand: An OEM-Neutral Guide

Why task-first selection beats brand-first

A robot shortlist built around brand names usually answers the wrong question. It asks which maker a team already knows, when the question that matters is what the job demands from a machine: the floor it crosses, the load it carries, the hours it runs and the people who share the space. Start with those demands and the candidate list takes a different shape.

An OEM-neutral integrator works in that order. We map the task first, check what each manufacturer's machines can actually do against it, and only then name the robots that make the shortlist. Matching robots to tasks this way keeps the comparison fair, and it leaves the choice with the site rather than with a catalog.

What the 2025 service robot numbers show

According to IFR's World Robotics 2026 press release, professional service robot shipments rose 24% to almost 250,000 units in 2025. Transportation and logistics reached 117,500 units, up 21%, and held a 47% share, according to Supply Chain 247 reporting on IFR data.

The same coverage places professional cleaning third with a 12% share, and reports an 83% gain for inspection and maintenance robots. The IFR executive summary also says the figures come from a sample of 238 service robot suppliers and are not projected to the whole industry. Read the trend as momentum, not as proof that your site is ready for any category, and do not set a 2026 share beside an older report, since IFR advises against comparing across its World Robotics reports.

Cleaning robots: match floor, hours and debris

Cleaning requirements start with the surface and the schedule. A floor scrubber for a large warehouse slab is judged on coverage per shift, aisle width, turning behavior and how it handles wet or dry debris. A compact unit for a retail aisle is judged on whether it clears fixtures and returns to its dock before the doors open.

Professional cleaning robots grew 34% to more than 25,000 units sold in 2024, with floor cleaning as the main application, according to Supply Chain 247 reporting on IFR's prior-year data. No verified 2025 unit count for cleaning robots is available in this review, so avoid borrowing one from a neighboring year.

Transport robots: loads, stops and handoffs

Transport robots move goods, carts or trays along repeatable paths, and their selection questions differ from cleaning. Payload, lift height, the number of stops, elevator access and the way a load changes hands matter more than floor area. An autonomous mobile robot in a warehouse and a delivery robot in a hospital corridor share a category name, not a spec sheet.

Transport led the 2025 shipment figures, which is a reason to take the category seriously. It is not a reason to choose the most common machine. A pallet transport robot suited to a distribution center may be the wrong answer for a hospital that needs a closed tray and a reliable elevator call.

Security and inspection: routes, sensing and records

Security patrol robots are judged on route coverage, lighting, how they raise an alarm to a person and how they behave around people after dark. Inspection robots are judged on what they must sense, such as heat, gas or visible defects, and on whether a route can be repeated closely enough to produce records that hold up.

Inspection and maintenance robots recorded an 83% gain in 2025, per the same trade-press summary of IFR data. A fast-growing category still needs a written list of what each unit must detect, how often it runs, and who receives the result. Without that list, a robot produces data that nobody is assigned to act on.

Writing requirements that never name a brand

A requirement describes the work. A brand names the product. Write the first and hold the second until the shortlist stage. Each line should be something any manufacturer can meet or miss, measured in units a site manager can check.

• Floor material, slope, and drain or threshold layout
• Narrowest passage, door width, and elevator access
• Shift window, and whether an operator is present
• Payload, stops per hour, and handoff method
• Acceptable downtime, and who gets the call

What a fair shortlist looks like

A fair shortlist names more than one candidate for each task and records why each one stayed or fell away. The integrator checks every candidate against the written requirements, logs the gaps, and asks the manufacturer for evidence such as spec sheets, reference sites and test results. Where a public source gives a figure, it gets cited. Where none does, the figure stays out.

The shortlist then meets the real site. A robot that reads well on paper can still struggle with a wet ramp, a crowded lunch rush or a door that opens into a travel lane. Site assessment and mapping are where those surprises surface, before anything is installed.

One integrator for the full lifecycle

Choosing the right machine is the first decision. Someone must map the site, deploy the robot, train the staff who share the floor, and keep the unit running afterward. Service Robot Co. is an OEM-neutral integrator that selects robots across manufacturers, then leases them through financing on a 3-year lease with one fixed payment quoted after a site assessment.

We deploy, integrate and train on site, and service every unit under RoboCare, our service plan, backed by regional service engineers in every state we service. Many sites start with one leased unit and widen the fleet after the first weeks of logs. One partner and one number cover dispatch, remote triage and go-live support, instead of a separate contact for each manufacturer.