199,000+
Professional service robots sold in 2024
Service Robot Supplier Landscape
Service Robot Manufacturers and Suppliers
Service robots operate across logistics, hospitality, commercial cleaning, retail, hospitals, agriculture, inspection and public environments.
This guide explains the main service-robot categories, how manufacturers and solution providers differ, and what buyers should evaluate before selecting a platform or deployment partner.
What Is a Service Robot?
A service robot is a robot used in personal or professional settings to perform useful tasks for people or equipment.
Professional service robots include logistics, delivery, cleaning, hospitality, inspection, agricultural and security robots. Consumer service robots include mass-market products such as domestic cleaning and lawn-care robots.
The service-robot category generally excludes conventional industrial automation robots and medical robots used for diagnosis, treatment, rehabilitation or surgery.
ISO 8373:2021 provides the current robotics vocabulary, and IFR uses the ISO-based definition of a service robot as a robot used professionally or personally to perform useful tasks for humans or equipment. Sources: ISO 8373:2021; IFR World Robotics — Service Robots.
In summary
- “Service robot” is an application category, not one mechanical robot type.
- Professional and consumer service robots are separate markets.
- Most professional service robots are designed for a defined operational task.
- Navigation, fleet software and site integration are often as important as hardware.
- Medical robots should be treated separately from general service robots.
- The appropriate supplier may be an OEM, integrator, operator or RaaS provider.
Core thesis: A service robot is not only a mobile machine. Commercial performance depends on the complete operating system: robot hardware, navigation, software, fleet management, building integration, remote assistance, site conditions and lifecycle support.
Professional, Consumer and Medical Robots
Buyers comparing “service robots” must separate professional platforms, consumer products, medical robots and industrial automation. IFR’s 2025 methodology treats medical robots as a separate third category alongside industrial and service robots. Hospital delivery robots can remain service robots, while surgical, rehabilitation, diagnostic and medical-laboratory robots fall into the medical-robot category.
| Category | Typical user | Examples | Core buying criteria |
|---|---|---|---|
| Professional service robot | Trained commercial or institutional operator | Logistics, delivery, cleaning, hospitality, inspection | Reliability, autonomy, fleet control and service |
| Consumer service robot | General consumer | Domestic cleaning, lawn care, social interaction | Price, usability and consumer support |
| Medical robot | Healthcare professional or patient under medical context | Surgery, rehabilitation, diagnostic and laboratory systems | Medical regulation, clinical evidence and risk control |
| Industrial robot | Industrial automation operator or integrator | Welding, assembly and machine tending | Payload, accuracy, cycle time and cell integration |
For industrial platforms see industrial robot manufacturers and suppliers. For collaborative arms used in industrial cells see cobot manufacturers and collaborative robot suppliers.
The Professional Service Robot Market at a Glance
944
Known service robot producers worldwide
102,900
Transportation and logistics robots in 2024
24,500+
Robot-as-a-Service fleet units in 2024
IFR recorded more than 199,000 professional service robots sold in 2024, up 9%. It was aware of 944 service-robot producers, while the RaaS fleet grew 31% to more than 24,500 units. Transportation and logistics accounted for 102,900 units in 2024. These figures are based on a survey sample rather than a projection of the entire global industry.
Required methodology note: Source: International Federation of Robotics, World Robotics 2025 — Service Robots. Sales figures are based on a sample of 293 producers from a known population of 944 manufacturers. The sample changes between years and should not be presented as a complete census of the service-robot industry. Do not combine professional, consumer and medical sales into one market-size claim. IFR service robots release · IFR service robots.
What Are the Main Types of Service Robots?
Use an application taxonomy rather than a robot-shape taxonomy. Select the category from the mission, environment, payload, human interaction, autonomy and operational-support requirements.
TL
Transportation & LogisticsWarehouse AMRs, hospital and building delivery.
HF
Hospitality & FoodRestaurant serving, hotel delivery and guidance.
CL
Professional CleaningFloor scrubbing, sweeping and specialist cleaning.
AG
AgricultureMilking, feeding, weeding, spraying and harvesting.
SC
Security & PatrolCommercial patrol, reconnaissance and response.
IM
Inspection & MaintenanceInfrastructure, pipes, buildings and asset monitoring.
PG
Public GuidanceAirports, retail, museums and reception interaction.
PC
Personal CareMobile servant, assistance and person-carrier robots.
Transportation and logistics robots
Transportation and logistics accounted for 102,900 units in 2024—more than half of reported professional service-robot sales. IFR tracks 333 suppliers in this application group.
Typical platforms include warehouse and intralogistics AMRs, factory material transport, hospital supply delivery, hotel and building delivery, and cart or rack transport. Buyers must separate indoor and outdoor logistics because weather, road rules, remote assistance and security requirements change substantially outdoors.
Qualification should cover payload at the intended load distribution, docking reliability, elevator and door interfaces where required, and fleet orchestration under peak traffic. A robot that completes a short corridor demo may still fail when multiple units share the same choke points.
Hospitality and food-service robots
More than 42,000 hospitality robots were reported sold in 2024, making hospitality the second-largest professional service-robot application group by reported units.
Common deployments include restaurant serving robots, food and beverage delivery, hotel room delivery, mobile guidance, reception and information, telepresence and tray collection. Elevator and automatic-door integration often decide whether a hospitality robot can complete real guest routes without constant staff intervention.
Evaluate tray stability, route density, staff workflow handoff and guest interaction behaviour. A food-service robot that blocks service stations or requires frequent resets will not deliver the labour relief assumed in an ROI model.
Professional cleaning robots
More than 25,000 professional cleaning robots were reported sold in 2024, up 34%.
The category includes commercial floor scrubbers, sweeping robots, warehouse, retail and airport cleaning, outdoor cleaning, and specialist systems such as window or solar-panel cleaning. Coverage completeness, cleaning quality, refill workflow and human handoff usually matter more than maximum path speed.
Buyers should test the robot on representative floor materials, clutter and operating hours. Cleaning performance claims based only on empty open floors rarely predict night-shift warehouse or crowded retail conditions.
Agricultural robots
IFR reported close to 19,500 agricultural robot sales in 2024. Applications include milking, barn cleaning and feeding, crop cultivation, weeding and spraying, harvesting and inspection.
Outdoor autonomy, terrain, weather exposure and maintainability dominate selection. Agricultural buyers should treat serviceability in remote sites as a first-order requirement, not a post-purchase logistics detail.
Security, search-and-rescue and patrol robots
IFR recorded 3,128 robots in the search-and-rescue and security application group in 2024. Cover commercial patrol; infrastructure security; emergency response; hazardous-environment reconnaissance; sensor payloads; remote operation versus autonomy.
Inspection and maintenance robots
IFR reported nearly 2,800 inspection and maintenance service robots in 2024, although this remains a smaller and rapidly changing category. Cover energy infrastructure; industrial facilities; pipes and confined spaces; building inspection; asset monitoring; remote sensing; manipulation and maintenance tasks.
Public guidance and interaction robots
Cover airports, shopping centres, museums, government buildings, retail stores, reception, customer information and telepresence. Clarify that some “customer service robot” searches refer to software agents rather than physical robots; this page addresses physical service robots only.
Personal-care service robots
Cover briefly mobile servant robots, physical-assistance robots, person-carrier robots, and home and care environments. ISO 13482:2014 covers these three personal-care robot types but excludes industrial robots, medical-device robots, military or public-force robots, flying robots, waterborne robots and robots travelling above its stated scope. ISO 13482:2014 remains published; ISO currently lists a replacement project (ISO/FDIS 13482) under development—do not treat the draft as published mandatory law.
Application unit figures: International Federation of Robotics, World Robotics 2025 — Service Robots. Personal-care safety scope: ISO 13482:2014.
Is an Autonomous Mobile Robot a Service Robot?
Direct answer: An autonomous mobile robot can be classified as a professional service robot when it performs transportation, delivery, inspection or another useful service.
Classification depends on the intended application. A mobile platform used for material transport may be treated as a service robot, while a manipulator mounted on that platform may separately meet the definition of an industrial robot.
IFR describes mobile robots as robots capable of travelling under their own control and generally places professional mobile transportation solutions within the service-robot market.
Buyers should also distinguish AMRs from AGVs. An AMR navigates dynamically with onboard sensing and mapping updates, while an AGV typically follows predefined guidance or route infrastructure. Both can support logistics missions, but selection criteria differ: AMR evaluation emphasises navigation robustness and traffic behaviour; AGV evaluation emphasises route repeatability and material-flow design.
| System | Primary function | Typical environment | Main selection focus |
|---|---|---|---|
| Service robot | Performs a useful professional or personal task | Commercial, public or operational spaces | Mission completion and service reliability |
| AMR | Moves itself while navigating dynamically | Warehouses, factories, hospitals or public spaces | Navigation, traffic and fleet performance |
| AGV | Follows predefined guidance or route infrastructure | Controlled industrial and logistics sites | Route repeatability and material flow |
| Industrial robot | Manipulates objects for industrial automation | Industrial cell or production system | Motion performance and process capability |
| Medical robot | Performs a regulated medical function | Clinical or care environment | Medical safety, efficacy and regulatory approval |
What Is the Difference Between a Service Robot Manufacturer, Supplier and Operator?
Service Robot OEM
Hardware, embedded control and core software.
Application Specialist
Configured around one commercial use case.
System Integrator
Site survey, interfaces and workflow implementation.
Fleet-Software Provider
Dispatch, monitoring and orchestration platform.
RaaS Provider
Robot, software, maintenance and operations.
Distributor
Sales, logistics and first-line support.
ODM / Private Label
Product development for another brand.
Robot-Service Operator
Operates and supervises robots for the customer.
Component Supplier
Sensors, drives, batteries, controllers or modules.
| Company model | What it normally controls | Typical deliverable | Main buyer risk |
|---|---|---|---|
| Service robot OEM | Robot hardware, embedded control and core software | Robot platform | Limited site integration or local support |
| Application specialist | Robot configured around one commercial use | Cleaning, hotel or restaurant solution | Limited flexibility outside the target application |
| System integrator | Site survey, interfaces and workflow implementation | Installed operating system | Dependence on integrator-specific expertise |
| Fleet-software provider | Dispatch, monitoring and orchestration | Fleet platform | Hardware compatibility and data dependency |
| RaaS provider | Robot, software, maintenance and operations | Subscription-based service | Contract lock-in and long-term operating cost |
| Distributor | Sales, logistics and first-line support | Third-party robot product | Limited control over roadmap and engineering |
| ODM/private-label manufacturer | Product development for another brand | Customized or rebranded robot | IP, firmware and exclusivity ambiguity |
| Robot-service operator | Operates and supervises robots for the customer | Managed service outcome | Limited customer control over hardware and data |
| Component supplier | Sensors, drives, batteries, controllers or modules | Subsystem | Integration remains the buyer’s responsibility |
Required conclusion: The term “service robot supplier” does not establish who owns the hardware, navigation software, fleet system, deployment process or lifecycle support. These responsibilities must be mapped explicitly.
Which Type of Service Robot Does Your Application Need?
Direct answer: Select the service-robot category from the mission, environment, payload, human interaction, autonomy and operational-support requirements.
Do not begin with a manufacturer list and adapt the workflow to whichever robot is available.
| Application requirement | Likely starting category | Critical qualification criteria |
|---|---|---|
| Move supplies inside a hospital | Indoor delivery robot or cart AMR | Elevator integration, secure payload and uptime |
| Deliver amenities to hotel rooms | Hospitality delivery robot | Door/elevator interfaces and guest interaction |
| Carry dishes in a restaurant | Food-service delivery robot | Route density, tray stability and staff workflow |
| Clean a large commercial floor | Professional cleaning robot | Coverage, cleaning performance and refill workflow |
| Guide visitors in a public building | Guidance or reception robot | Speech, localisation and content management |
| Patrol a commercial site | Security or inspection robot | Sensor payload, route coverage and escalation process |
| Move materials in a warehouse | Logistics AMR | Fleet orchestration, traffic control and payload |
| Deliver goods outdoors | Last-mile delivery robot | Weather, road rules, remote assistance and security |
| Inspect remote infrastructure | Inspection robot | Mobility, sensors, communications and recovery |
| Support agricultural operations | Agricultural service robot | Terrain, weather, task performance and maintainability |
What Makes a Service Robot Work?
Commercial performance depends on the complete deployment stack, not only the mobile chassis. Hardware, navigation, task modules, fleet software, building interfaces, remote assistance and charging infrastructure must be evaluated as one operating system.
When any layer is weak—especially elevator APIs, offline behaviour or remote-intervention capacity—mission success rates fall even if the robot platform itself looks capable on a datasheet.
Mobility and mechanical platform
Drive type; wheel or leg configuration; turning radius; slope and threshold capability; ground clearance; payload; stability; braking; environmental protection.
Perception
LiDAR; cameras; depth and ultrasonic sensors; bump sensors; wheel encoders; IMU; object and person detection; sensor redundancy.
Localisation and navigation
Mapping method; localisation accuracy; route planning; obstacle avoidance; dynamic replanning; no-go zones; traffic management; map updates; lighting and reflective surfaces.
Payload or task module
Shelves or trays; secure compartments; cleaning system; manipulator; sensor payload; user interface; load detection; payload locking; sanitation requirements.
Fleet management
Mission dispatch; traffic control; priority rules; charging allocation; fleet monitoring; failure recovery; API access; multi-site management; reporting.
Building and IT integration
Elevators; automatic doors; access control; calling systems; POS or order systems; hospital systems; WMS; Wi-Fi and private networks; cloud infrastructure.
Remote assistance
Intervention model; operator location; escalation rules; latency; data access; session logging; after-hours support; maximum fleet per operator.
Charging and energy
Battery runtime; charging time; autonomous docking; battery lifecycle; opportunity charging; replaceable batteries; charging-site requirements; fleet availability.
ISO 18646-2:2024 specifies performance criteria and test methods for mobile service-robot navigation, including pose accuracy, repeatability, obstacle detection and avoidance. Related references include ISO 18646-1:2016 (locomotion) and ISO 18646-3:2021 (manipulation). Source: ISO robotics catalogue.
How to Evaluate a Service Robot Manufacturer or Supplier
This is the page’s most substantial section. Compare candidates against the same hardware, navigation, software, manufacturing, deployment and lifecycle evidence model rather than by hardware purchase price alone.
A useful shortlist starts from mission and site constraints, then narrows supplier models before manufacturer names. Treating every vendor as interchangeable “service robot companies” hides differences between OEMs, integrators, RaaS providers and operators.
Require site-representative tests. Brochure autonomy, controlled showroom navigation and marketing deployment counts do not replace route-completion data, intervention rates and building-integration evidence for the buyer’s environment.
1
Mission and application fit
- Task, start and end points, payload
- Daily mission volume and route distance
- Operating hours and service-level requirement
- Human interaction, failure consequence and environment
2
Site and environment fit
- Floor type, ramps, thresholds and corridor width
- Elevators, doors and restricted areas
- Crowd density, lighting, glass and reflective surfaces
- Outdoor exposure and network coverage
3
Navigation performance
- Route completion and localisation accuracy
- Docking success and obstacle avoidance
- Recovery from blockage and crowd operation
- Map-change handling, elevator success and remote-assistance frequency
Do not accept a generic autonomous-navigation claim without environmental test conditions.
4
Task and payload performance
- Rated payload and payload distribution
- Compartment or tray design and stability
- Load detection and task completion quality
- Cleaning performance, security, spill or contamination control
5
Human interaction
- Visual and audible signals; touchscreen; speech
- Accessibility and language support
- Emergency-stop access
- Behaviour around children and vulnerable users; escalation process
6
Fleet and building integration
- Elevator API, automatic doors and access control
- Order or dispatch systems and fleet interoperability
- API documentation and event logging
- Network requirements and offline behaviour
7
Software, data and cybersecurity
- Cloud versus local deployment and data ownership
- Telemetry, video/audio storage and user-account control
- Remote access, encryption and update policy
- Vulnerability handling, third-party dependencies, licensing and retention
8
Battery and operating availability
- Real operating runtime and charging time
- Docking reliability and battery degradation
- Battery replacement and charging redundancy
- Fleet-sizing assumptions and availability target
9
Manufacturing capability
- Production location; owned and outsourced processes
- Assembly controls, sensor calibration and end-of-line testing
- Burn-in testing, traceability and capacity evidence
- Critical-component sourcing, engineering-change control and failure analysis
10
Reliability and quality
- Mission success rate and robot availability
- Mean time between failures; interventions per 100 missions
- Warranty returns and field-failure data
- Corrective actions, software-version control and spare-parts traceability
11
Service delivery and support
- Site commissioning, mapping and operator training
- Remote support, on-site service and response time
- Spare-parts stock, repair turnaround and preventive maintenance
- Software updates and product lifecycle
12
Commercial model
- Purchase, lease, subscription or RaaS
- Per-mission pricing, software and support fees
- Minimum commitment and renewal terms
- Data-export rights; termination and hardware return
Representative Service Robot Manufacturers
The companies below are representative examples of organizations with active service-robot products or commercial deployment models. Inclusion does not constitute ranking, endorsement, supplier qualification or confirmation that a company is suitable for a specific project.
| Company | Headquarters | Company model | Primary application | Evidence status | Last verified |
|---|---|---|---|---|---|
| Pudu Robotics | China | OEM / solution provider | Delivery, cleaning, industrial delivery | Company-reported | July 2026 |
| KEENON Robotics | China | OEM / solution provider | Catering, hotel, cleaning, industrial delivery | Company-reported | July 2026 |
| Gausium | China | OEM / specialist | Professional cleaning | Company-reported | July 2026 |
| Bear Robotics | United States | OEM / restaurant robotics | Food-service delivery | Company-reported | July 2026 |
| Relay Robotics | United States | OEM / hospitality logistics | Hotel and building delivery | Company-reported | July 2026 |
| Aethon | United States | OEM / hospital logistics | Hospital delivery | Company-reported | July 2026 |
| Starship Technologies | Estonia / United States | Operator / outdoor delivery | Last-mile outdoor delivery | Company-reported | July 2026 |
| Mobile Industrial Robots (MiR) | Denmark | OEM | Warehouse and industrial AMR | Company-reported | July 2026 |
| Geek+ | China | OEM / logistics solutions | Warehouse AMR and logistics | Company-reported | July 2026 |
| Quicktron | China | OEM / logistics solutions | Warehouse AMR and logistics | Company-reported | July 2026 |
| OrionStar | China | OEM / commercial robotics | Delivery, guidance, commercial service | Company-reported | July 2026 |
| Knightscope | United States | OEM / security robotics | Security and patrol | Company-reported | July 2026 |
| Blue Ocean Robotics | Denmark | OEM / specialist platforms | UV disinfection and service platforms | Company-reported | July 2026 |
| SoftBank Robotics | Japan / France | OEM / commercial interaction | Guidance and interaction platforms | Company-reported | July 2026 |
| UBTECH | China | OEM | Service and commercial robotics lines | Company-reported | July 2026 |
| temi | United States / Israel | OEM / telepresence | Personal / commercial telepresence | Company-reported | July 2026 |
Pudu Robotics
- Primary
- Delivery, cleaning, industrial delivery
- Evidence
- Company-reported
- Last verified
- July 2026
KEENON Robotics
- Primary
- Catering, hotel, cleaning
- Evidence
- Company-reported
- Last verified
- July 2026
Gausium
- Primary
- Professional cleaning
- Evidence
- Company-reported
- Last verified
- July 2026
Geek+
- Primary
- Warehouse AMR / logistics
- Evidence
- Company-reported
- Last verified
- July 2026
Current official portfolios demonstrate active commercial categories including delivery, cleaning, hospitality, hospital logistics and outdoor delivery. Pudu currently presents delivery, cleaning, industrial-delivery and embodied-AI lines; KEENON presents catering, hotel, cleaning and industrial-delivery systems; Gausium focuses on commercial cleaning; Aethon and Relay market hospital and hospitality delivery systems; and Starship operates outdoor delivery robots. Medical and surgical robots are intentionally excluded from this table.
Verify production location, navigation architecture, remote assistance, fleet-management system, building integrations, commercial model, service coverage and compliance evidence on official technical and corporate documents before RFQ. Do not rank by claimed deployment count, catalogue breadth, fundraising or unaudited customer counts. Evidence labels: Verified through primary documentation; Company-reported; Supported by independent evidence; Not confirmed; Not disclosed.
Service Robot Safety, Performance and Compliance
Do not present one standard as universally applicable to every service robot. Scope depends on destination market, application, operating environment and intended users.
Product evidence and deployment evidence are not interchangeable. A navigation performance test under ISO 18646-2:2024 can support mobility claims, but it does not prove that a completed building deployment is safe, compliant or commercially ready. Likewise, ISO 31101:2023 addresses safety management for robot-enabled services; it is not a product certification that substitutes for machinery, electrical, radio or data obligations.
| Reference | Scope | Status note |
|---|---|---|
| ISO 8373:2021 | Robotics vocabulary and classification language | Published international standard |
| ISO 13482:2014 | Personal-care robot safety (mobile servant, physical-assistant, person-carrier) | Published; replacement project ISO/FDIS 13482 under development—do not treat draft as final law |
| ISO 18646-2:2024 | Navigation performance for mobile service robots | Published performance/test methods |
| ISO 18646-1:2016 | Locomotion performance for wheeled service robots | Published |
| ISO 18646-3:2021 | Manipulation performance for service robots | Published |
| ISO 31101:2023 | Safety management systems for services delivered using service robots | Service safety-management standard, not product certification |
| Regulation (EU) 2023/1230 | Machinery and related products placed on the EU market | Generally applies from 20 January 2027 |
Target-market compliance: Evaluate destination market, application, operating environment, intended users, machinery requirements, electrical safety, EMC, radio equipment, battery transport, cybersecurity, data privacy, accessibility, AI functionality, and product versus service responsibilities.
Editorial constraint: Do not say every service robot needs ISO 13482 certification; a navigation test proves the robot is safe; a CE mark proves the deployment is suitable; or a robot operating safely in one building is safe in every environment.
ISO 31101:2023 applies to organisations delivering robot-enabled services in human environments such as airports, malls, hospitals and restaurants. Sources: ISO 13482:2014; ISO 8373:2021; EUR-Lex machinery regulation summary.
What Does a Service Robot Cost?
Do not publish generic hardware price bands unless supported by current, comparable quotations. “Service robot price” and “service robots for sale” searches often understate the real decision: total deployed cost across hardware, site preparation, integrations, software and ongoing operations.
Two quotations with similar robot unit prices can diverge sharply once elevator APIs, fleet licences, remote-assistance fees, spare-parts stock and battery replacement are included. Compare complete operating packages under the same mission assumptions.
Total Deployed Cost
- Robot hardware and payload or task equipment
- Charging infrastructure, mapping and site preparation
- Elevator and door integration
- Fleet-management software and network/IT integration
- Installation, commissioning and operator training
- Maintenance, spare parts and remote assistance
- Software subscriptions and regulatory/validation work
TDC = Hardware + integration + software + operations + support
Purchase versus RaaS
RaaS adoption is growing: IFR reported that the professional service-robot RaaS fleet expanded 31% to more than 24,500 units in 2024. Compare ownership models against mission volume, support burden and exit rights—not only unit price.
| Model | Advantages | Risks |
|---|---|---|
| Purchase | Asset control and potentially lower long-term cost | Higher upfront capital and maintenance responsibility |
| Lease | Lower initial cost and predictable term | Contract restrictions and residual obligations |
| Subscription | Software and support packaged together | Continuing fees and data/platform dependency |
| Robot-as-a-Service | Outcome-focused, scalable and lower upfront cost | Supplier lock-in and potentially higher lifetime expense |
| Managed operation | Supplier handles fleet operations | Less customer control and greater operational dependency |
How Should Service Robot ROI Be Calculated?
Annual operational benefit
- Labour time released
- + Additional mission capacity
- + Extended operating hours
- + Reduced waiting and transport time
- + Improved service consistency
- + Reduced ergonomic exposure
- + Reduced outsourcing cost
- − Operating expense, remote assistance, maintenance, software and connectivity fees
Payback period = Total deployed investment / Net annual operational benefit
Required operating metrics
- Completed missions per day and mission success rate
- Interventions per 100 missions
- Robot availability and average mission duration
- Distance travelled and docking success rate
- Fleet utilisation, service delays and maintenance hours
- Operator time still required
Required cautions: Do not value all “labour saved” as immediate payroll reduction. Include staff time needed for loading, unloading and exception handling. Model site-specific intervention rates. Include subscription, connectivity and support charges. Include downtime caused by doors, elevators, congestion and network failures. Compare the robot-enabled workflow against an explicit current-state baseline.
What Evidence Should a Service Robot Supplier Provide?
Product evidence
- Technical datasheet
- Payload and dimensional limits
- Mobility specifications
- Battery and charging data
- Environmental ratings
- Sensor architecture
- Navigation documentation
- User and maintenance manuals
Navigation and deployment evidence
- Site-survey methodology
- Route-completion and obstacle-avoidance tests
- Docking and crowd-operation tests
- Elevator and door integration evidence
- Remote-intervention records
- Failure and recovery scenarios
Software and fleet evidence
- Fleet-management documentation
- API specification and cloud architecture
- Data policy and cybersecurity process
- Software-update policy
- Remote-access controls
- System logs and reporting
Manufacturing and lifecycle evidence
- Manufacturing-site identity and production process
- Sensor calibration and end-of-line testing
- Critical-component list and traceability
- Engineering-change and quality documentation
- Warranty, spare parts, repair and response times
- Battery replacement, lifecycle and end-of-life policy
Verified through primary documentation
Company-reported
Supported by independent evidence
Not confirmed
Not disclosed
Common Risks When Selecting Service Robot Suppliers
| Risk | What must be verified |
|---|---|
| Demonstration mistaken for operational reliability | Long-term mission data and comparable deployments |
| Robot chosen before site survey | Routes, doors, elevators, congestion and flooring |
| Claimed autonomy depends heavily on remote operators | Intervention rate and escalation process |
| Payload excludes real operating load | Payload distribution and stability |
| Navigation tested only in controlled conditions | Dynamic people, carts, glass and changing layouts |
| Fleet system is proprietary and closed | API, data export and migration rights |
| Cloud connection is required for core operation | Offline behaviour and service continuity |
| Building integrations are assumed | Exact door, elevator and access-control interfaces |
| Robot price excludes deployment | Mapping, software, support and infrastructure |
| Distributor lacks engineering capability | OEM access and service escalation |
| Poor local support | Parts, technicians and response commitments |
| Software updates change behaviour | Validation and rollback process |
| Battery degradation reduces availability | Replacement cost and fleet-sizing impact |
| Compliance evidence is used outside its scope | Product, application, market and standard edition |
| Sensitive video or location data is collected | Data ownership, retention and access |
| Product discontinuation | Lifecycle support and replacement compatibility |
Demo ≠ Reliability
Short demos omit intervention rates and sustained availability.
Assumed Autonomy
Remote operators may carry mission completion.
Integration Gaps
Doors, elevators and networks decide uptime.
Hidden Deployed Cost
Software, mapping and support exceed arm price.
Data Lock-in
Closed fleets block export and migration.
Weak Local Service
Parts and technicians unavailable at response SLA.
Information to Prepare Before Contacting Service Robot Suppliers
Mission requirements
- Application and items or task being handled
- Payload, missions per day and route distance
- Operating hours, availability and maximum mission time
- Human interaction and failure consequence
Site requirements
- Indoor or outdoor use; floor material; slopes; thresholds
- Door widths, elevators, automatic doors and corridor widths
- Crowd density, lighting, network coverage and restricted areas
- Weather exposure
Integration requirements
- Elevator, door and access-control systems
- POS, WMS or hospital system interfaces
- API, fleet and data-hosting requirements
- Remote-assistance requirements
Commercial requirements
- Purchase, lease or RaaS preference
- Evaluation quantity, expected fleet size and locations
- Target launch date and destination market
- Warranty, maintenance, training, support response, data ownership, contract term and exit/migration requirements
Use the Service Robot Supplier RFQ Checklist above as crawlable HTML before outreach. It is a static checklist, not an online RFQ platform.
Sourcing Service Robot Manufacturers in China
China has multiple manufacturers with active portfolios spanning delivery, commercial cleaning, industrial delivery, hospitality and emerging embodied-AI products. That breadth is useful for sourcing, but it also increases the risk of confusing OEMs, distributors, private-label assemblers and local integrators under one “Chinese service robot” label.
Buyers should distinguish OEMs from distributors and integrators; evaluate ownership of core navigation and fleet software; confirm manufacturing and calibration evidence; and review critical sensors, batteries and controller dependencies. Ask for English-language technical documentation where destination-market teams need it, and clarify cloud location, data ownership and remote-support architecture before pilot planning.
Overseas distributors and service partners must be mapped explicitly. Destination-market compliance, spare-parts availability, battery transport and logistics, and firmware, SDK or API access often decide whether a quoted platform can be operated outside China at acceptable risk.
Pudu, KEENON and Gausium provide current examples of Chinese companies with commercial service-robot portfolios, but company claims must still be verified at product and project level. Avoid selecting primarily by quoted hardware price. Do not treat this page as a duplicate of the full China manufacturer landscape.
Yana’s Service Robot Supplier Qualification Process
Yana begins with the mission, site, payload, route, operating environment, integration, support and commercial requirements. That order prevents supplier shortlists from being driven by catalogue breadth or unit price before the operating problem is defined.
Manufacturers and solution providers are then compared using the same hardware, navigation, software, manufacturing, deployment and lifecycle evidence model. The output is a structured recommendation and risk review, not a ranked “best companies” list.
01
Mission and Site Requirement Definition
Lock mission, site, payload, route, availability and support needs.
02
Service-Robot Category and Supplier-Model Selection
Choose application category and OEM/integrator/RaaS/operator fit.
03
Manufacturer Landscape Mapping
Map platforms and deployment partners before shortlisting names.
04
Technical, Software and Commercial RFQ
Request navigation, fleet, data, manufacturing and commercial terms.
05
Manufacturer and Deployment-Capability Assessment
Review production evidence and comparable deployment capability.
06
Site Pilot and Operational Validation
Validate routes, interventions, integrations and availability.
07
Supplier Recommendation and Risk Review
Document residual risks, ownership and lifecycle commitments.
Frequently Asked Questions
What is a service robot?
A service robot is a robot used in personal or professional settings to perform useful tasks for people or equipment. Professional and consumer markets are separate, and medical robots are generally classified apart. See What Is a Service Robot?.
What are examples of service robots?
Examples include warehouse AMRs, hospital and hotel delivery robots, restaurant serving robots, professional cleaning robots, agricultural robots, security patrol robots, inspection platforms and public guidance robots. Shape alone does not define the category—mission does. See main types.
What are the main types of professional service robots?
Major application groups include transportation and logistics, hospitality and food service, professional cleaning, agriculture, security and patrol, inspection and maintenance, and public guidance or interaction. Personal-care robots form a related safety-scoped subset. See What Are the Main Types of Service Robots?.
What is the difference between a service robot and an industrial robot?
A service robot performs useful professional or personal tasks outside conventional industrial automation. An industrial robot manipulates objects for industrial processes and is selected primarily on motion performance, payload and cell integration. See category comparison and industrial robot suppliers.
Is an AMR a service robot?
An autonomous mobile robot can be classified as a professional service robot when it performs transportation, delivery, inspection or another useful service. A manipulator mounted on an AMR may separately meet the definition of an industrial robot. See AMR classification.
What is the difference between a service robot and a medical robot?
Hospital delivery robots can remain service robots. Surgical, rehabilitation, diagnostic and medical-laboratory robots fall into the medical-robot category, which IFR treats separately because of clinical regulation, efficacy evidence and risk control. This page does not provide a medical-robot buying guide.
Who manufactures service robots?
There is no sourcing-useful ranking. Active commercial portfolios include companies such as Pudu Robotics, KEENON, Gausium, Bear Robotics, Relay Robotics, Aethon, Starship Technologies, MiR, Geek+, Quicktron and others. Selection should follow mission fit and evidence. See the representative landscape.
How do service robots navigate?
Most professional mobile platforms combine mapping, localisation, path planning and obstacle avoidance using LiDAR, cameras, depth sensors and related sensing. Performance must be tested in the real site, including glass, crowds and layout changes. ISO 18646-2:2024 addresses navigation performance criteria. See system architecture.
How autonomous are service robots?
Autonomy varies by product and site. Many deployments rely on remote assistance for exceptions, blocked routes or elevator interactions. Ask for intervention rates and escalation processes rather than accepting “fully autonomous” marketing language. See evaluation framework.
How do I choose a service robot manufacturer?
Define the mission and site first, then evaluate navigation under real conditions, task performance, human interaction, fleet and building integration, software and data ownership, battery availability, manufacturing evidence, reliability metrics, service delivery and commercial model. See How to Evaluate a Service Robot Manufacturer or Supplier.
What should I ask a service robot supplier?
Ask who owns hardware, navigation software, fleet system and lifecycle support; request navigation and deployment test evidence; elevator/door interfaces; intervention rates; data and cybersecurity policy; manufacturing evidence; and commercial terms including exit rights. Use the RFQ checklist.
How much does a service robot cost?
Total deployed cost includes hardware, task equipment, charging, mapping, building integrations, fleet software, IT, commissioning, training, maintenance, remote assistance, subscriptions and validation. Do not compare hardware purchase price alone. See What Does a Service Robot Cost?.
What is robot-as-a-service?
Robot-as-a-Service (RaaS) is a commercial model in which the supplier typically retains ownership of the robot hardware and provides the robot under subscription, lease or similar arrangements. IFR reported the professional service-robot RaaS fleet grew 31% to more than 24,500 units in 2024. Evaluate lock-in and lifetime cost. See purchase versus RaaS.
How is service-robot ROI calculated?
Calculate total deployed investment, then divide by net annual operational benefit from labour time released, mission capacity, hours, consistency and ergonomics, minus operating, remote-assistance, maintenance and software costs. Use site-specific intervention and availability data. See ROI model.
What standards apply to service robots?
Relevant references may include ISO 8373:2021 (vocabulary), ISO 13482:2014 (personal-care robot safety), ISO 18646 series (performance), ISO 31101:2023 (service safety management) and destination-market machinery rules such as Regulation (EU) 2023/1230 from 20 January 2027. No single standard covers every service robot. See safety and compliance.
Are Chinese service robots reliable?
Reliability is product- and deployment-specific. It depends on navigation ownership, manufacturing control, field reliability data, remote support and local service—not national origin. Require evidence for the exact product and site class. Continue in the China landscape guide.
How do I source service robots from China?
Start from mission and supplier-model requirements, then distinguish OEMs, distributors and integrators. Verify navigation and fleet-software ownership, manufacturing evidence, cloud/data location, overseas support, destination-market compliance and spare-parts logistics. Avoid selecting primarily by hardware price. See Sourcing Service Robot Manufacturers in China.
Evaluating a Service Robot Manufacturer or Deployment?
Share the application, payload, operating environment, route, mission volume, site integrations, required availability, fleet size and destination market. Yana can help define the service-robot requirement, map relevant manufacturers and deployment partners, and structure the technical, operational and supplier-qualification process.
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No account creation is required. Provide structured information so service-robot category and supplier-model scope can be defined accurately.