Production planners dealing with changing tasks
You want to trial machine loading, picking or assembly using real workpieces, and decide between a humanoid system and targeted arm automation.
Who needs to make this decision?
Manufacturing material-flow planners
You need to move parts to production stations and establish whether transport is enough or whether parts also need to be picked and handed over at the destination.
People responsible for a safe pilot
You are defining a use case for a trial and need to identify workplace hazards and establish responsibility for the integrated system before it is used alongside employees.
What should you consider when choosing?
First, establish whether the workflow involves transport, picking or both. Then assess the task using your own workpiece and consider the safety of the integrated application.
Humanoid robot
A good fit for a pilot if: you want to assess changing handling tasks at several points designed for people.
Consider: mobility alone does not demonstrate reliable picking in your specific workflow or safety in the workplace.
Mobile manipulator
A good fit if: parts need to be transported between stations and picked or placed at their destination.
Consider: navigation, docking, manipulation and safety all need to work together for the specific combination. KUKA describes the KMR iiwa as an arm on a mobile platform.
Stationary robot arm
A good fit if: machine loading or pick-and-place tasks follow a repeatable process at a fixed point.
Consider: the arm does not transport parts between stations. The gripper, feed system and safety concept for the complete system need to be considered separately.
AMR without a manipulator
A good fit if: materials only need to be delivered to a designated handover point.
Consider: an AMR on its own cannot pick parts or load a machine. The route and handover need to suit the place of use.
Pilot in a test or laboratory environment
A good fit if: picking, integration or financial viability still need to be established before integrating the system into production.
Consider: a lab test gives you a basis for making a decision, but does not prove the eventual production cycle time or safety at the place of use. Fraunhofer IEM describes testing specific production use cases in a laboratory.
| Priority | What to check before buying | Who cares most about this? |
|---|---|---|
| Picking and machine loading | Test the workpiece, including the gripper load, reachable handover points and cycle time in your own workflow. | If I want to pick different workpieces or have a machine loaded, I need to test it with the actual parts. Around 21% of consumers prioritise picking and loading. |
| Material transport | Map the route and handover point; establish whether parts also need to be picked at the destination. | If parts only need to be delivered to a production station, I don’t want to plan for more manipulation than necessary. Around 21% of consumers prioritise material transport. |
| Workplace safety | Assess hazards and protective measures at the intended workplace. For an integrated system, also establish conformity and who is responsible for integration. | If employees work in the area, I want to know how the specific system and its moving parts have been assessed before it is used. Around 26% of consumers put safe integration first. The DGUV also includes the end effector and moving objects in its assessment of collaborative robots. |
| Changing tasks | Identify the grippers and interfaces needed, as well as the effort involved in changing over between tasks. | If workpieces or tasks change, I want to know whether the platform can actually handle these workflows. Around 16% of consumers prioritise adaptability to changing tasks. |
| Pilot before integration | Define a specific workpiece use case and criteria for technical feasibility and financial viability. | If suitability for day-to-day production is still unclear, I want to assess a well-defined use case before planning an integration. Around 16% of consumers prioritise a pilot and clarifying the investment. |
Common purchasing pitfalls
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Treating an announced platform as a production-ready solution
A development status or reservation does not prove that a ready-to-use configuration is available for your production use case. NEURA Robotics describes 4NE1 as being in development.
Document the scope of supply, development status and acceptance criteria for your specific use case.
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Assuming payload capacity means material handling is solved
An AMR’s payload capacity does not describe its ability to pick parts. A robot arm’s payload capacity does not prove that a complete loading cell, including a gripper and feed system, is in place.
Check transport, picking and machine handover as separate steps in the intended workflow.
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Taking manufacturer specifications as workplace approval
A robot’s features alone do not assess the hazards of a specific application. These may also include the tool and the moving workpiece.
Before using the system alongside employees, assess the complete application and the protective measures required at the intended workplace.
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Assuming a mobile arm-and-AMR combination comes as a standard package
A combination of an arm and a mobile platform may require integration work. OMRON states that it does not offer a fully integrated mobile manipulator as a standard product.
Agree in the contract who will supply the components, interfaces, integration and documentation for the complete system.
Key brands at a glance
Agility Robotics
Agility Robotics positions Digit 5 as a bipedal platform for industrial material-handling workflows.
- The manufacturer describes interchangeable grippers for different tasks.
- Manufacturer claims about safety features do not replace an assessment of the specific workplace and system.
Unitree
G1 and G1 EDU are different humanoid platform variants for trialling manipulation tasks.
- According to Unitree, the maximum arm load is around 2 kg for the base G1 and around 3 kg for the G1 EDU.
- Optional hands and features included with one variant cannot automatically be assumed to apply to the other; check what is included.
NEURA Robotics
NEURA Robotics describes 4NE1 as a humanoid platform for industrial workflows.
- The platform is designed for industrial applications.
- NEURA Robotics describes 4NE1 as being in development; a reservation does not prove that a fully integrated production solution is ready.
KUKA
KUKA describes the KMR iiwa as a combination of an LBR iiwa arm and a mobile platform for handling tasks in different locations.
- KUKA lists torque sensors in the arm and laser scanners on the platform.
- These manufacturer specifications do not constitute safety approval for a specific complete system.
Universal Robots
The UR10e is a stationary arm alternative for accessible, repeatable tasks at a fixed point.
- The manufacturer’s datasheet lists a 12.5 kg payload and a 1300 mm reach for the UR10e.
- A separate solution is needed to transport parts between stations; the arm alone does not include a gripper or a safe complete system.
Mobile Industrial Robots
Mobile Industrial Robots positions the MiR250 as an AMR for internal material transport.
- The manufacturer lists a maximum payload of 250 kg.
- This figure does not describe picking capability; according to the manufacturer, specifications depend on the configuration and operating conditions.
OMRON Robotics
OMRON describes mobile manipulators as a combination of a TM arm and an LD or MD AMR.
- The combination described brings transport and handling together in production.
- OMRON states that it does not offer a fully integrated mobile manipulator as a standard product; clarify the scope of supply and integration.
Humanoid robots on Joybuy
This selection includes humanoid platforms for well-defined manipulation, development or testing pilots. Product details alone do not prove suitability for a specific production system.
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Unitree G1 Pro
The product title mentions force-controlled hands and object manipulation; this does not prove suitability for a specific production workflow.
The title lists 29 degrees of freedom in total and 16 joint degrees of freedom. According to the title, the SDK/API is not yet available for this version.
A risk assessment of the intended workplace is required before using the robot alongside employees.
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Booster Robotics K1 Geek
The product description positions the K1 Geek as a development platform for embodied AI; check whether it suits your defined test project.
The product description lists 48 TOPS AI and 22 degrees of freedom.
A risk assessment of the intended workplace is required before using the robot alongside employees.
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Booster Robotics K1 Edu
The product description positions the K1 Edu as an education and research development platform; it does not demonstrate approval for production use.
The product description lists 117 TOPS AI and 22 degrees of freedom.
A risk assessment of the intended workplace is required before using the robot alongside employees.
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AGIBOT X2 Ultra
The product description lists autonomous navigation and obstacle avoidance; test these features in your intended pilot workflow.
The variant specifications list 31 degrees of freedom and an arm reach of 558 mm. Payload is up to 3 kg in certain postures and up to 1 kg across the full range of motion, in both cases without the end effector.
A risk assessment of the intended workplace is required before using the robot alongside employees.
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AGIBOT X2
The product description lists intelligent interaction and motion control; check that these features match the tasks in your pilot.
The variant specifications list 27 degrees of freedom and an arm reach of 437 mm without the end effector. Payload is up to 3 kg in certain postures and up to 1 kg across the full range of motion, without the end effector.
A risk assessment of the intended workplace is required before using the robot alongside employees.
Frequently asked questions
How should I start a pilot for machine loading?
Start with a specific workpiece and machine, and set measurable requirements for picking, reach, cycle time and fault scenarios. Fraunhofer IEM explains that companies first identify suitable tasks, then assess technical feasibility and financial viability in a laboratory.
Is CE marking for an individual robot enough for an existing production system?
No. It does not automatically establish the conformity of a complete system that may have been newly assembled. According to the Federal Institute for Occupational Safety and Health, machinery working together can, under certain conditions, form an assembly of machinery. Clarify how the components are connected and who is responsible for the assessment; workplace hazards must also be assessed.
Which machinery legislation applies in Germany in October 2026?
In October 2026, the Machinery Directive 2006/42/EC generally applies to machinery within its scope, as implemented in Germany by the 9. ProdSV. The EU Machinery Regulation (EU) 2023/1230 is generally due to replace the Directive from 20 January 2027. If the machinery is to be put into service later, check which version applies at that time; whether a specific machine or integrated system falls within scope cannot be determined by the term “humanoid” alone.
What should a safety assessment cover when people and robots share a workspace?
The assessment must take account of the specific application in the workplace. For collaborative robots, the DGUV also considers the end effector and moving objects; under section 5 of the ArbSchG, the employer must assess work-related hazards. The protective measures required will depend on the workplace and workflow.
Which services should I compare before placing an order?
Compare what is included for the gripper, machine and control-system integration, pilot support, maintenance and help with faults. For an OMRON MoMa configuration, clarify in particular which services the system integrator will provide, as OMRON does not offer it as a fully integrated standard product.