Run the Deployment-Evidence Test
The commercial service robotics market is real and populated. Pudu Robotics, Bear Robotics, and Keenon Robotics publish indoor service platforms, Serve Robotics operates outdoor sidewalk delivery, and Diligent Robotics targets hospital logistics.
The Bot Scout deployment-evidence test cuts through vendor positioning with four requirements: a named customer, a named site, a described task, and a measured outcome. A vendor who can supply all four for an operation like yours is in a different category from one who can supply a video.
Humanoid and quadruped builders such as Agility Robotics, Apptronik, and Boston Dynamics appear in service contexts too, though their work is usually inspection or logistics rather than customer-facing service.
| Job | Vendors publishing in this space | Evidence to request | Buying path |
|---|---|---|---|
| Restaurant running and bussing | Pudu, Bear, Keenon | Covers per hour at peak in a comparable venue | Vendor or regional distributor |
| Hotel and indoor delivery | Indoor platform vendors | Elevator integration references | Vendor with integration partner |
| Sidewalk delivery | Serve Robotics | Operating area and completion rate | Service agreement, not purchase |
| Hospital logistics | Diligent Robotics | Staff walking time returned | Vendor with facility integration |
| Inspection and data | Boston Dynamics Spot | Route completion and data handoff | Vendor or reseller |
How to Compare Vendors Fairly
Send every vendor the same brief: the route or venue, the peak conditions, the handoffs at both ends, and the outcome you intend to measure. Proposals become comparable only when the scope is fixed.
Ask what is included beyond hardware: mapping, staff training, monitoring, updates, after-hours response, and spare units. That service wrapper decides whether one fault ends the deployment — the contract point in the service robots hub.
Category-specific guidance is in the restaurant robots guide, the hotel robots guide, the delivery robots guide, and the cleaning robots guide.
- Require a named customer, site, task, and measured outcome.
- Send one brief to every vendor so proposals are comparable.
- Confirm what the service wrapper includes beyond hardware.
- Ask for a reference in an operation genuinely like yours.
- Treat demonstration videos as leads to verify, not evidence.
Market Structure and Longevity
Service robotics is a young market with active consolidation. Vendor continuity is a real risk, so ask what happens to software, updates, and spares if the company changes ownership.
Counting and category context come from the International Federation of Robotics, which tracks these systems separately from industrial installations.
The practical hedge is to prefer platforms with local service partners and to avoid deployments that depend on a single vendor's cloud with no offline mode.
Bottom Line
Sort service robot companies by the job their platforms do, then demand a named customer, site, task, and outcome. The service wrapper and vendor continuity matter as much as the hardware.
Require a named customer, site, task, and measured outcome from every vendor before booking a demo.
FAQs
Who are the main service robot companies?
Publicly documented vendors include Pudu Robotics, Bear Robotics, and Keenon Robotics for indoor service, Serve Robotics for sidewalk delivery, and Diligent Robotics for hospital logistics.
How do I compare service robot vendors?
Send every vendor the same brief covering route, peak conditions, handoffs, and the outcome you will measure, then require a named customer, site, task, and result.
What should be included beyond the robot?
Mapping, staff training, monitoring, software updates, after-hours response, and spare units. That service wrapper usually decides whether a deployment survives its first fault.
Is vendor longevity a risk in service robotics?
Yes. The market is young and consolidating. Ask what happens to software, updates, and spares if ownership changes, and prefer platforms with local service partners.