30 Top AMR Companies & Manufacturers in 2026

Autonomous mobile robots are changing how warehouses, factories, hospitals, hotels and commercial buildings move goods and complete repetitive work. But the AMR market now includes everything from collaborative picking robots and autonomous forklifts to robotic storage systems, inventory-scanning platforms and commercial cleaning robots.

To make the market easier to understand, we researched and compared 30 of the most relevant AMR companies and manufacturers operating in 2026. The selection considers commercial maturity, product breadth, real-world deployment, specialisation, software capabilities, integration options and global market relevance.

Disclaimer: This list is not ranked from best to worst. Each AMR company is included for a different strength, application or type of buyer.

Businesses can also explore AMR robots, compare individual models through the Anton Robots comparison tool, or use the Robot Finder to narrow the market by application and requirements.

Top AMR Companies & Manufacturers Compared

The table below gives a quick comparison of the 30 AMR companies in this guide. It highlights each company’s strongest use case and primary AMR focus so buyers can narrow the market before reviewing the detailed profiles below.

The list remains non-ranked. The focus labels are intended to help buyers distinguish industrial transport, warehouse fulfilment, service and specialised AMR platforms.

1. Mobile Industrial Robots (MiR) – Best Overall for Industrial Intralogistics

Best Overall for Industrial Intralogistics.

Mobile Industrial Robots (MiR) (official website) is one of the clearest starting points for companies automating internal transport without rebuilding an entire facility. Its AMRs are designed for manufacturing, warehousing, healthcare and other intralogistics environments, with mobile bases that can be configured to move carts, racks, pallets and custom top modules.

• Broad portfolio for light, medium and heavy internal transport
• Modular top modules for carts, shelves, conveyors and pallet handling
• Fleet software for coordinating multiple robots and missions
• Strong fit for brownfield factories with changing layouts
• Established global integrator and partner ecosystem

For buyers comparing practical industrial platforms, the MiR250 and MiR200 are useful reference points.

2. Locus Robotics – Best for High-Throughput Warehouse Picking

Best for High-Throughput Warehouse Picking.

Locus Robotics is best known for collaborative warehouse AMRs that work alongside people rather than replacing the entire fulfilment process with fixed automation. Its robots direct associates through optimised pick paths, transport orders and reduce the time workers spend walking between locations.

• Person-to-goods picking for ecommerce and third-party logistics
• Robots can be added or removed as order volumes change
• Cloud-based orchestration and operational analytics
• Designed for existing warehouses and seasonal peaks
• Strong focus on multi-site fulfilment operations

Locus is often shortlisted by operators that need to increase picking capacity without installing a large fixed storage system.

3. Geekplus – Best for a Broad Warehouse AMR Portfolio

Best for a Broad Warehouse AMR Portfolio.

Geekplus has developed one of the broadest mobile-robot portfolios in warehouse automation. Its systems cover shelf-to-person, tote handling, pallet movement, sorting and factory logistics, allowing the company to address both individual workflows and large end-to-end projects.

• Goods-to-person shelf and tote solutions
• Pallet-moving and moving-type AMRs for factories
• Robotic sorting and fulfilment systems
• Central software for robot, order and workflow coordination
• Large international deployment footprint

Geekplus is particularly relevant when a buyer wants one robotics supplier capable of covering several warehouse processes.

4. GreyOrange – Best for AI-Orchestrated Fulfilment

Best for AI-Orchestrated Fulfilment.

GreyOrange combines mobile fulfilment robots with GreyMatter, its warehouse orchestration platform. The company focuses on coordinating inventory, people and automation in real time, making it as much a warehouse-software company as an AMR manufacturer.

• Ranger robots for goods-to-person and intralogistics workflows
• GreyMatter orchestration across robots, inventory and workers
• Support for omnichannel retail and ecommerce fulfilment
• Vendor-agnostic software capabilities in mixed automation environments
• Designed for dynamic order priorities and changing demand

GreyOrange stands out where software orchestration and operational decision-making matter as much as the mobile robots themselves.

5. Amazon Robotics – Best for Fulfilment Automation at Massive Scale

Best for Fulfilment Automation at Massive Scale.

Amazon Robotics (official overview) operates one of the world’s most influential warehouse-robotics programmes. Its systems include mobile storage robots and Proteus, an autonomous mobile robot developed to move carts safely through areas shared with employees.

• Deep integration with Amazon fulfilment operations
• Proteus autonomous cart movement in shared workspaces
• Large-scale experience coordinating robots, software and facilities
• Continuous development in perception, AI and manipulation
• Important benchmark for the wider warehouse-robotics market

The main limitation for outside buyers is availability: Amazon Proteus is an internal Amazon system rather than a generally purchasable AMR platform.

6. OTTO by Rockwell Automation – Best for Heavy Industrial Material Movement

Best for Heavy Industrial Material Movement.

OTTO by Rockwell Automation OTTO develops autonomous mobile robots for moving materials through factories and industrial facilities. Now part of Rockwell Automation, the company is positioned to connect mobile robotics with broader plant automation, controls and manufacturing software.

• Heavy-payload AMRs for pallets, carts and industrial loads
• OTTO Lifter for autonomous pallet movement
• Fleet-management and traffic-control software
• Strong focus on automotive and manufacturing environments
• Integration opportunities across Rockwell Automation systems

OTTO is a strong option when the workflow involves heavy loads, production lines and industrial reliability rather than small ecommerce orders.

7. Seegrid – Best for Autonomous Pallet Transport

Best for Autonomous Pallet Transport.

Seegrid specialises in autonomous mobile robots for pallet movement and industrial material handling. Its portfolio includes autonomous pallet trucks and lift trucks designed to operate around workers while adapting to real facility conditions.

• Autonomous pallet trucks and lift-truck AMRs
• Dynamic path planning around obstacles and changing layouts
• Pallet detection for imperfectly positioned loads
• Fleet visibility and operational management tools
• Strong fit for manufacturing, warehousing and distribution

Seegrid is most relevant to operators replacing repetitive forklift routes and manual pallet transfers.

8. ForwardX Robotics – Best for Flexible Person-to-Goods Picking

Best for Flexible Person-to-Goods Picking.

ForwardX Robotics provides AMR solutions for order picking, material movement and factory logistics. Its systems are designed to work in existing facilities, using flexible navigation rather than fixed tracks or major structural changes.

• Person-to-goods picking robots for warehouses
• Material transport solutions for manufacturing
• Autonomous forklifts and pallet-handling options
• Fleet software for task assignment and route management
• Useful for phased deployments in brownfield sites

ForwardX is often considered by businesses that want to automate movement while keeping people and existing storage layouts in the process.

9. Quicktron – Best for Large Goods-to-Person Systems

Best for Large Goods-to-Person Systems.

Quicktron manufactures a wide range of AMRs for fulfilment centres, warehouses and factories. Its product families cover shelf movement, tote handling, sorting, pallet transport and autonomous forklifts.

• Multiple robot families for shelves, totes, pallets and sorting
• Goods-to-person systems for high-volume order fulfilment
• Autonomous forklift and factory-logistics options
• Robot-control and warehouse-execution software
• Suitable for large multi-robot installations

Quicktron is a broad-platform manufacturer for buyers planning more than one mobile-automation workflow.

10. Hikrobot – Best for Full-Scenario Intralogistics

Best for Full-Scenario Intralogistics.

Hikrobot combines mobile robotics, machine vision and software to build intralogistics systems for factories and warehouses. Its mobile-robot portfolio includes latent mobile robots, conveyor robots, forklifts, heavy-load platforms and customised systems.

• Wide range of mobile robot formats and payload classes
• Forklift, conveyor, rack-moving and heavy-load AMRs
• Robot control systems for large fleets
• Close connection with industrial machine-vision technology
• Strong suitability for complex factory logistics

Hikrobot is worth evaluating when a project requires several robot types under one intralogistics architecture.

11. OMRON – Best for Factory Automation Integration

Best for Factory Automation Integration.

OMRON offers autonomous mobile robots as part of a much larger industrial-automation portfolio. Its LD, MD and HD families cover different payload ranges, while its controls, sensors and collaborative robots support broader connected-factory projects.

• LD, MD and HD mobile-robot families
• Options for light transport through heavy material movement
• Fleet management for multiple robots
• Integration with industrial controls, sensors and robot arms
• Global automation support and proof-of-concept resources

OMRON is particularly attractive to manufacturers that prefer a major automation supplier rather than a mobile-robot-only vendor.

12. KUKA – Best for Heavy and Omnidirectional AMR Platforms

Best for Heavy and Omnidirectional AMR Platforms.

KUKA (official AMR range) builds KMP autonomous mobile platforms for industrial transport and flexible manufacturing. The range includes compact platforms as well as high-payload, omnidirectional models capable of moving heavy components through production environments.

• KMP platforms for varied industrial payloads
• Omnidirectional movement on selected models
• Designed for human-shared production environments
• Integration with KUKA robot arms and manufacturing cells
• Strong relevance in automotive and advanced manufacturing

KUKA is a logical candidate for factories already using the company’s industrial robots or planning mobile manipulation.

13. ABB Robotics – Best for Integrated Mobile and Fixed Robotics

Best for Integrated Mobile and Fixed Robotics.

ABB Robotics (official mobile robots) extends its automation portfolio into autonomous material flow with the Flexley mobile-robot range. The range includes mobile platforms and autonomous forklifts for moving racks, pallets and containers across industrial sites.

• Flexley Mover mobile platforms
• Flexley Tug and autonomous forklift solutions
• Visual SLAM and flexible programming on newer systems
• Integration with ABB industrial robots and machine automation
• Applications across automotive, logistics and consumer goods

ABB is strongest where the AMR must operate as one component of a larger robotic production system.

14. AGILOX – Best for Omnidirectional Material Flow

Best for Omnidirectional Material Flow.

AGILOX develops intelligent guided vehicles and autonomous mobile robots for industrial material handling. Its platforms are known for omnidirectional movement, decentralised fleet coordination and deployment without extensive fixed infrastructure.

• Omnidirectional AMRs for pallets and load carriers
• Decentralised swarm-style fleet intelligence
• Flexible route creation and workflow changes
• Designed for narrow and dynamic production spaces
• Strong focus on manufacturing intralogistics

AGILOX is especially useful where tight manoeuvring, frequent layout changes and direct pallet handling are priorities.

15. Vecna Robotics – Best for Autonomous Forklifts

Best for Autonomous Forklifts.

Vecna Robotics focuses on autonomous material handling for pallets and heavy warehouse workflows. Its portfolio includes autonomous forklifts, pallet trucks and tuggers supported by orchestration software.

• Autonomous counterbalanced forklifts
• Pallet trucks and tugger-style robots
• Route-free navigation through active facilities
• Workflow orchestration and fleet coordination
• Designed for repetitive dock-to-dock and pallet-transfer work

Vecna is a specialist choice for businesses trying to automate forklift labour rather than order picking.

16. Hai Robotics – Best for Autonomous Case Handling

Best for Autonomous Case Handling.

Hai Robotics created the HaiPick autonomous case-handling robot category. Instead of carrying an entire shelf, its mobile robots travel through warehouse aisles, reach into racking and retrieve individual totes or cartons for goods-to-person fulfilment.

• Autonomous case-handling robots for totes and cartons
• Vertical access to higher storage positions
• Goods-to-person picking with standard-style racking
• HAIQ software for system and workflow management
• Strong focus on storage density and flexible expansion

Hai Robotics is best evaluated as a mobile robotic storage-and-retrieval system rather than a simple transport AMR.

17. Exotec – Best for Dense Robotic Storage and Retrieval

Best for Dense Robotic Storage and Retrieval.

Exotec manufactures the Skypod system, where autonomous robots move across the floor and climb dedicated storage racks to retrieve bins. The company combines robots, storage infrastructure, stations and software into a complete goods-to-person solution.

• Skypod robots that travel horizontally and vertically
• High-density tote storage
• Goods-to-person picking stations
• Scalable robot fleets and warehouse software
• End-to-end integration for major fulfilment operations

Exotec suits operators willing to invest in a complete storage system rather than add standalone AMRs to an unchanged warehouse.

18. Brightpick – Best for Mobile Robotic Picking

Best for Mobile Robotic Picking.

Brightpick builds mobile AI robots for warehouse order fulfilment. Its Autopicker robot can retrieve totes, pick items directly in the aisle and consolidate orders, reducing the need for separate fixed picking stations.

• In-aisle robotic item picking
• Autonomous tote handling and order consolidation
• Goods-to-person and robot-to-goods workflows
• Subscription-style commercial options
• Designed for ecommerce, grocery and pharmaceutical fulfilment

Brightpick is one of the more distinctive AMR companies because the robot handles both movement and a meaningful part of the picking task.

19. Dexory – Best for Autonomous Inventory Intelligence

Best for Autonomous Inventory Intelligence.

Dexory uses tall autonomous robots to scan warehouse racks and feed inventory data into a digital-twin platform. Its focus is not moving goods but creating frequent, accurate visibility of stock, locations and warehouse conditions.

• Autonomous scanning of pallets and rack locations
• Cameras and sensors for inventory data capture
• DexoryView warehouse digital twin
• Designed for daily or continuous inventory visibility
• Useful for large third-party logistics and distribution sites

Dexory demonstrates that AMRs can create operational intelligence even when they do not physically transport inventory.

20. inVia Robotics – Best for Robotics-as-a-Service Fulfilment

Best for Robotics-as-a-Service Fulfilment.

inVia Robotics combines mobile picking robots with warehouse orchestration software and a robotics-as-a-service model. The company targets fulfilment operations that want automation without purchasing and maintaining a complete robot fleet upfront.

• Autonomous mobile picker robots
• Warehouse orchestration and labour optimisation software
• Robotics-as-a-service commercial model
• Goods-to-person fulfilment workflows
• Useful for staged adoption and capacity expansion

inVia is most relevant when financial flexibility and software-led orchestration are central to the buying decision.

21. Addverb – Best for End-to-End Warehouse Automation

Best for End-to-End Warehouse Automation.

Addverb offers mobile robots alongside automated storage, sorting, picking and warehouse software. Its Dynamo AMRs handle material movement, while Zippy robots support high-speed sortation and other fulfilment tasks.

• Dynamo autonomous mobile robots for material movement
• Zippy robotic sortation platforms
• Pallet, tote and carton automation
• Warehouse-control and execution software
• Ability to deliver broader end-to-end automation projects

Addverb is a strong candidate for buyers who want AMRs inside a wider warehouse-automation programme.

22. Gideon – Best for Heavy Manual Material-Handling Jobs

Best for Heavy Manual Material-Handling Jobs.

Gideon develops autonomous mobile robots for demanding material-handling applications in logistics, manufacturing and warehousing. Its Trey platform is designed to move trailers, carts and heavy loads through dynamic environments.

• Heavy-load transport and trailer movement
• Autonomous operation in mixed human environments
• Computer-vision-led perception and navigation
• Applications in manufacturing, logistics and retail
• Focus on difficult repetitive transport workflows

Gideon is best suited to businesses automating physically demanding movement rather than small-bin fulfilment.

23. Pudu Robotics – Best for Commercial Delivery and Service AMRs

Best for Commercial Delivery and Service AMRs.

Pudu Robotics (official website) has built a broad service-robot portfolio spanning restaurant delivery, hotel delivery, cleaning and industrial transport. Its robots are autonomous mobile platforms designed to operate around customers, staff and public spaces.

• Commercial delivery robots for restaurants and hospitality
• Hotel and building delivery systems
• Commercial cleaning robots
• Industrial delivery and material-transport products
• Large ecosystem of distributors and service partners

Models such as BellaBot and KettyBot show how AMR technology has expanded beyond warehouses.

24. Gausium – Best for Autonomous Commercial Cleaning

Best for Autonomous Commercial Cleaning.

Gausium (official website) specialises in autonomous cleaning and service robots for commercial buildings. Its range covers compact floor cleaning, scrubbing, sweeping and larger indoor or outdoor cleaning applications.

• Autonomous scrubbers, sweepers and vacuuming robots
• Docking and automated charging options
• Cloud-based fleet and performance management
• Products for retail, hospitality, healthcare and logistics
• One of the broadest dedicated cleaning-robot portfolios

The compact Gausium Phantas is a useful example of a multifunctional cleaning AMR for smaller commercial spaces.

25. KEENON Robotics – Best for Hospitality Delivery Fleets

Best for Hospitality Delivery Fleets.

KEENON Robotics (official website) develops autonomous service robots for restaurants, hotels, hospitals and commercial buildings. The portfolio includes food delivery, room service, disinfection and cleaning robots.

• Restaurant and hospitality delivery robots
• Hotel room-delivery and building-service workflows
• Cleaning and disinfection robot options
• Fleet management for multi-robot environments
• Strong focus on customer-facing operation

The KEENON W3 illustrates the company’s emphasis on enclosed delivery in hotels and multi-floor buildings.

26. SEER Robotics – Best for AMR Controllers and Platform Ecosystems

Best for AMR Controllers and Platform Ecosystems.

SEER Robotics supplies both finished mobile robots and the controllers, peripherals and software used by manufacturers and integrators to build AMRs. This makes it an important platform company as well as a robot vendor.

• Off-the-shelf AMRs and autonomous forklifts
• SRC controllers for custom mobile robots
• Fleet software and robot-management tools
• Accessories and components for integrators
• Useful for mixed fleets and private-label robot development

SEER is especially relevant to integrators and manufacturers that need an AMR technology stack rather than only a finished vehicle.

27. Kivnon – Best for Automotive and Industrial AMR Fleets

Best for Automotive and Industrial AMR Fleets.

Kivnon designs mobile robots for internal logistics in automotive, manufacturing and warehouse environments. Its systems cover towing, under-rack transport, pallets and customised material-flow applications.

• Towing and under-load mobile robots
• Pallet and industrial transport solutions
• Designed for repeatable factory logistics
• Fleet-control and traffic-management software
• Customisation for specialised load carriers

Kivnon is a practical industrial supplier for structured, repeatable material routes that still benefit from autonomous navigation.

28. Robotnik Automation – Best for Research and Mobile Manipulation

Best for Research and Mobile Manipulation.

Robotnik Automation Robotnik designs and manufactures autonomous mobile platforms and mobile manipulators for research, inspection, security and industrial applications. Its robots are widely used as configurable bases for universities, laboratories and specialised integrators.

• Indoor and outdoor autonomous mobile platforms
• Mobile manipulators with integrated robot arms
• ROS-compatible systems for research and development
• Inspection, logistics, security and remote-operation applications
• High level of configuration and sensor customisation

Robotnik is a stronger fit for specialised or research-led projects than for standard high-volume ecommerce fulfilment.

29. Jungheinrich and arculus – Best for Material Handling with AMR Integration

Best for Material Handling with AMR Integration.

Jungheinrich and arculus Jungheinrich combines its established material-handling and warehouse-automation business with arculus AMR technology. The result is a portfolio that connects mobile robots with lift trucks, racking, warehouse systems and service support.

• arculus autonomous mobile robots
• Integration with broader warehouse and material-handling systems
• Software for flexible intralogistics workflows
• Global service capabilities through Jungheinrich
• Strong fit for customers seeking one material-flow partner

This combination is valuable when AMRs are part of a broader warehouse redesign rather than a standalone robotics purchase.

30. Stäubli Robotics – Best for High-Precision Heavy-Payload Mobility

Best for High-Precision Heavy-Payload Mobility.

Stäubli Robotics Stäubli’s PF3 mobile robot platform is designed for demanding industrial applications that require heavy payloads, precise positioning and a low-profile omnidirectional base. It can also serve as the mobile foundation for customised automation.

• Heavy-payload mobile platform
• Omnidirectional and highly precise movement
• Low-profile design for moving under large loads
• Modular integration with custom equipment or robot arms
• Built for advanced manufacturing and industrial automation

Stäubli is a specialist choice where positioning precision and heavy industrial loads matter more than general warehouse picking.

💡 Pro Tip:

Choose the workflow before choosing the robot. Start with the exact movement you want to automate, the load, pickup and drop-off points, traffic conditions, integration requirements and service expectations. A strong AMR supplier should be willing to explain when its system is not the right fit.

FAQs

What are the top AMR companies in 2026?

Leading AMR companies include Mobile Industrial Robots, Locus Robotics, Geekplus, GreyOrange, Amazon Robotics, OTTO by Rockwell Automation, Seegrid, ForwardX Robotics, Quicktron, Hikrobot, OMRON, KUKA, ABB, AGILOX, Vecna Robotics, Hai Robotics and Exotec. The best company depends on whether the application involves order picking, pallets, industrial loads, storage, cleaning, delivery or inventory inspection.

What is an AMR company?

An AMR company develops autonomous mobile robots, fleet software or complete automation systems that allow robots to navigate and perform work without following a permanently fixed path. Some companies sell mobile platforms, while others provide full solutions that combine robots, software, storage, workstations and integration.

What is the difference between an AMR and an AGV?

An automated guided vehicle normally follows a defined route using infrastructure such as magnetic tape, reflectors, wires or fixed virtual paths. An autonomous mobile robot uses sensors, mapping and onboard navigation to evaluate its surroundings, avoid obstacles and choose or adjust its route. In practice, modern suppliers sometimes use the terms AMR, AGV and intelligent guided vehicle differently, so buyers should examine the actual navigation and workflow capabilities.

Which AMR company is best for warehouse picking?

Locus Robotics is a strong choice for collaborative person-to-goods picking. Geekplus, GreyOrange, Quicktron and inVia Robotics provide broader goods-to-person or robot-assisted fulfilment systems. Hai Robotics, Exotec and Brightpick go further by combining mobile robots with storage access or robotic picking.

Which AMR manufacturer is best for industrial material transport?

MiR, OTTO, OMRON, KUKA, ABB, AGILOX and Kivnon are strong industrial candidates. For autonomous pallet trucks and forklifts, Seegrid and Vecna Robotics are especially relevant. The correct choice depends on payload, floor condition, aisle width, load interface, positioning accuracy and integration with production equipment.

Which companies make autonomous forklifts?

Vecna Robotics, Seegrid, ABB, Hikrobot, ForwardX Robotics, Quicktron, SEER Robotics and several large material-handling suppliers offer autonomous forklift or pallet-handling systems. These products vary substantially in lift height, pallet detection, load capacity, navigation and ability to interact with conveyors or racking.

Which AMR companies specialise in cleaning robots?

Gausium is one of the clearest dedicated commercial-cleaning robot manufacturers. Pudu Robotics and KEENON Robotics also offer cleaning robots alongside delivery and service platforms. Buyers should compare cleaning width, floor type, docking, water handling, edge cleaning, obstacle avoidance and local maintenance support.

Are service robots considered AMRs?

Many commercial delivery and cleaning robots are AMRs because they map their environment, navigate autonomously, avoid people and obstacles, complete missions and return to a charger. The term AMR is therefore broader than warehouse transport and can include robots used in restaurants, hotels, hospitals, retail stores and public buildings.

How much does an AMR system cost?

AMR pricing ranges from relatively accessible service robots to large multi-million-dollar warehouse systems. The robot itself is only one cost. Buyers must also consider top modules, charging stations, software, integration, mapping, safety validation, facility changes, training, maintenance and ongoing support. Some suppliers offer leasing or robotics-as-a-service instead of an upfront purchase.

Can different AMR brands work in the same facility?

Yes, but mixed fleets require careful planning. Interoperability depends on fleet-management software, traffic-control rules, interfaces, facility maps, mission APIs and the systems controlling warehouse or production tasks. Platforms such as SEER Robotics and warehouse orchestration products from several vendors can help, but true plug-and-play interoperability should never be assumed.

What safety standards should AMR buyers check?

Buyers should ask which regional and international mobile-robot safety standards apply to the specific product and application. They should also review emergency stops, safety-rated scanners, braking distance, speed zones, load stability, visibility, human interaction, fire procedures and the supplier’s risk-assessment process. A compliant robot still needs a safe site-specific deployment.

Can I buy Amazon Proteus?

Amazon Proteus is an influential autonomous mobile robot, but it is developed for Amazon’s own fulfilment network and is not generally offered as a commercial robot for external buyers. Companies looking for comparable cart or material movement should evaluate commercial AMR manufacturers such as MiR, OTTO, Seegrid, OMRON, ABB and AGILOX.

Is Fetch Robotics still an active AMR supplier?

Zebra Technologies acquired Fetch Robotics and continued the product portfolio for several years. However, industry reporting in December 2025 said Zebra was seeking a buyer for the mobile-robot business or would wind it down in early 2026. Buyers evaluating used or legacy Fetch systems should confirm current sales, software, spare-parts and service support directly before making a decision.

How do I choose the right AMR manufacturer?

Compare the supplier’s experience with your exact workflow, not only the robot specification sheet. Ask:

• Has the company automated the same load and process before?
• Can the robot operate in your real traffic, floor and lighting conditions?
• How will it connect with your WMS, WES, MES, ERP, doors, lifts or conveyors?
• Who provides commissioning, training and local technical support?
• Can the system scale without replacing the original fleet or software?

A good manufacturer or integrator should provide clear answers, a realistic simulation or pilot plan and measurable acceptance criteria.

Tips for Choosing an AMR Company

Buying an AMR is not the same as buying an isolated machine. The value comes from the complete operational system. These steps help reduce risk:

• Define the workflow precisely: Document origins, destinations, load types, volumes, peak demand, exceptions and human handoffs.
• Measure the real environment: Record aisle widths, slopes, floor gaps, doors, lifts, intersections, Wi-Fi coverage and congestion.
• Run a representative pilot: Test difficult loads, peak traffic, blocked routes, charging and recovery from operational exceptions.
• Evaluate software first: Fleet orchestration, mission logic, analytics and integrations often determine whether a deployment can scale.
• Check local support: Confirm response times, spare parts, remote diagnostics, preventive maintenance and who owns the customer relationship.
• Calculate total cost: Include robots, accessories, software, integration, infrastructure, training, service and expected fleet expansion.
• Set acceptance criteria: Agree on throughput, availability, mission completion, intervention rates and safety performance before rollout.

Complementary Services Worth Exploring

AMR projects often depend on partners and systems beyond the robot manufacturer:

• Robotics integrators: Configure top modules, conveyors, doors, lifts, safety systems and custom workflows.
• Warehouse software providers: Connect AMRs with WMS, WES, ERP and order-management systems.
• Safety consultants: Complete risk assessments, traffic studies, validation and workforce procedures.
• Network and infrastructure specialists: Improve wireless coverage, charging locations and reliable system connectivity.
• Leasing and RaaS providers: Reduce upfront capital and make it easier to scale capacity gradually.

For a wider view of suppliers and robot types, explore the top robot manufacturers guide or the warehouse robots buying guide.

What Successful AMR Deployments Have in Common

A narrow first workflow. The most reliable projects usually begin with one repetitive, measurable movement rather than attempting to automate an entire facility immediately.

Software and operations working together. Robot navigation alone does not create throughput. Missions, inventory, labour, exceptions and upstream systems must be coordinated.

A plan for scale and support. Successful buyers understand how more robots, new routes, maintenance, spare parts and software changes will be handled before the first fleet goes live.

More FAQs about AMR Companies

Are AMRs worth the investment?

AMRs can be valuable when they remove repeated travel, reduce manual transport, improve process consistency or unlock additional capacity. They are less compelling when the workflow is irregular, the facility is unsuitable, integration is weak or the robot will spend too much time waiting for people and equipment.

Can AMRs replace conveyors?

In some workflows, yes. AMRs can offer more flexibility than fixed conveyors and are easier to reroute as layouts change. Conveyors may still be better for extremely high-volume, continuous and predictable flows. Many advanced facilities use both technologies.

How long does an AMR deployment take?

A simple service robot or standalone transport route can be deployed relatively quickly. A multi-robot warehouse system with software integrations, conveyors, lifts, custom load handling and safety validation can require a much longer project. Buyers should separate pilot timing from full operational rollout.

Should I buy directly from the manufacturer or through an integrator?

Direct purchasing can work for standard products with strong manufacturer support. An integrator is often valuable when the deployment requires custom mechanical interfaces, site automation, software integration or local service. The important point is to understand which party owns design responsibility and ongoing support.

What information should I prepare before contacting an AMR supplier?

• Facility layout and operating hours
• Load dimensions, weights and stability
• Current volumes and target throughput
• Pickup and delivery interfaces
• Software and equipment integrations
• Safety, cleaning and environmental conditions
• Expected pilot date, rollout plan and budget range

A detailed brief helps suppliers recommend the correct platform and identify limitations early.

Final Thoughts:

There is no single best AMR company for every operation. Locus Robotics may be the strongest fit for collaborative warehouse picking, while MiR, OTTO or OMRON may suit factory transport. Seegrid and Vecna Robotics specialise in pallets and forklifts. Hai Robotics, Exotec and Brightpick rethink storage and picking. Gausium, Pudu Robotics and KEENON bring autonomous navigation into cleaning, hospitality and public-facing service.

The right decision comes from matching the robot, software, integrator and support model to a clearly defined workflow. Use Anton Robots’ AMR marketplace to explore available platforms, compare models through Compare Robots, or submit your requirements through Find My Robot when the market feels too fragmented to evaluate alone.