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Humanoid Robots in Manufacturing: What to Check Before They Enter Your Factory

Humanoid robots on the factory floor look impressive. They walk, move parts, operate a station, and sometimes talk to people. It is easy to assume that if one looks like an operator, it can replace them.

But manufacturing is not won by appearances. It is won by process stability, cost control, uptime, safety, and line performance.

If you are a Plant Manager, Operations Director, Automation Manager, Maintenance Manager, Logistics Manager, or CapEx owner, you need clear answers before a humanoid robot enters your plant:

Before you buy a robot, check where you are losing time and money. That is why any serious discussion about humanoid robots in manufacturing should start earlier: with production monitoring, automatic production data collection, and connected data from machines, operators, and business systems.

What are humanoid robots in manufacturing?

A humanoid robot is built to resemble the human body and movement. It usually has a torso, arms, manipulators, legs, cameras, sensors, communication modules, and AI-based software.

Its advantage is not speed. In many cases, a traditional industrial robot will still be faster.

The real advantage is that a humanoid robot can work in environments designed for people.

That means it may be able to enter a workstation previously operated by a person, without building a separate robotic cell, redesigning the entire line, or rebuilding the plant floor from scratch.

A humanoid robot may be a fit when:

Interest in humanoid robots is growing quickly. Goldman Sachs Research projected the humanoid robot market could reach $38 billion by 2035, with estimated shipments of 1.4 million units by that year. That does not mean every factory should buy one now. It means manufacturers should start asking better questions. 

Humanoid robots can sometimes replace a traditional cell (a photo of a robotic cell)

Humanoid robot use cases in production

The most natural place for humanoid robots is a workstation currently handled by people, but not worth automating with a full robotic cell.

Common use cases include:

BMW is a useful example. In 2024, BMW tested Figure 02 humanoid robots at its Spartanburg plant in South Carolina. The robot inserted sheet metal parts into fixtures that later became part of the vehicle chassis. BMW also made it clear at the time that there were no Figure AI robots permanently deployed at the plant and no fixed timetable for full rollout. 

The next step shows where the market is heading. BMW later reported that a Spartanburg humanoid pilot supported production of more than 30,000 BMW X3 vehicles over ten months, with the robot working ten-hour shifts Monday through Friday. BMW also started a humanoid robotics pilot at its Leipzig plant in Germany. 

That is the right way to think about humanoid robots: not as a full-line replacement, but as one measurable task that can be tested, compared, and improved.

Humanoid robots and workforce automation

Will humanoid robots replace people?

In some tasks, yes. Especially tasks that are repetitive, physically demanding, hard to staff, or ergonomically poor.

The more realistic scenario for the next few years is simpler: humanoid robots will support people where labor is hard to find or where traditional automation is too rigid.

Factories will still need people who can:

The operator’s role will change. There will be less manual carrying and repetitive movement, and more supervision, checking, response, and work with production systems.

Humanoid robot or traditional robotic cell?

Not every automation project needs a humanoid robot. Sometimes a traditional industrial robot will be faster, cheaper, and easier to control.

Criterion Humanoid robot Traditional robotic cell
Work environment Best for stations designed for people Often requires process redesign
Flexibility High for changing tasks Lower when tasks change often
Speed Not always the main benefit Usually high
Best fit Variable, human-centered stations Stable, high-volume processes
Cost Depends on integration, service, software, and downtime Depends on cell design, tooling, and guarding

If the process is stable and repeatable, check traditional robot automation first.

If the process changes often and the workstation was built around a person, a humanoid robot may deserve a pilot.

Cost of implementing humanoid robots

A future target price for humanoid robots is often discussed in the $30,000 to $50,000 range. On paper, that looks close to the annual cost of a production worker.

For comparison, the U.S. Bureau of Labor Statistics reported a $45,960 median annual wage for production occupations in May 2024. The National Association of Manufacturers reported that U.S. manufacturing employees earned $106,691 on average in 2024, including pay and benefits. 

That makes the business case look attractive at first glance.

But the robot’s purchase price is only one part of the investment.

You also need to include:

You need answers to practical questions:

Without this, ROI is guesswork.

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How to check whether a humanoid robot makes sense

Start with one workstation. Not the whole factory.

Check:

  1. Cycle time
    How long does the operation take today, and what should change after automation?
  2. Labor cost
    What does the workstation cost per year, including absence, turnover, overtime, and training?
  3. Labor availability
    Is the problem cost, or is it lack of available people?
  4. Process variability
    How often does the product, variant, packaging, or workstation layout change?
  5. Cost of alternatives
    What would a traditional robotic cell cost?
  6. Downtime risk
    What happens if the robot stops the process?
  7. Data quality
    Do you have reliable data on time, quality, downtime, errors, and material flow?

The last point often decides the quality of the investment decision. A robot will not fix a process that cannot be measured.

Data before robots: what to check first

A humanoid robot is an execution layer. It can move a part, walk to a machine, or perform a sequence of movements.

But your plant still needs to know:

Before buying a humanoid robot, check whether your production process is described with reliable data.

Preparation for robot automation often starts with:

Before you buy a robot, you can check where automation will actually help.

Examples:

Only then does the humanoid robot decision rest on numbers, not a demo video.

When a humanoid robot will not work

Do not start with a humanoid robot if:

A robot can help. It cannot replace order in data, planning, and material flow.

What to do before buying a humanoid robot

The safest path is simple:

  1. Choose one workstation with a staffing problem or a high level of repetitive work.
  2. Collect data on cycle time, downtime, errors, quality, and cost.
  3. Compare three options: human operator, traditional automation, humanoid robot.
  4. Check network, power supply, safety, MES, ERP, and SCADA integration.
  5. Plan fallback scenarios.
  6. Run a pilot on one task.
  7. Measure results after implementation.

If the robot proves itself, you can think about scale.

If it does not, you still gain a clearer view of the process.

Humanoid robots in practice (a humanoid robot from AGH presented at EEC 2026)

What comes next?

If humanoid robots are already being discussed in your company, do not start with the question: “Which robot should we buy?”

Start with better questions:

Only then should you move to humanoid robots.

Before you discuss a purchase, check the data layer first: production monitoring, MES, automatic production data collection, machine data, and integration with ERP, SCADA, and PLC systems.

That is the work that makes a robot pilot easier to defend, easier to measure, and safer to scale.

Humanoid robots: want to learn more? Listen to the latest episode of Digitalizuj.pl

If you’d rather listen about humanoid robots and learn even more about the topic, I invite you to check out the latest episode of the Digitalizuj.pl podcast, where I cover it in detail.

Listen to the podcast
Humanoidalne roboty w produkcji - podcast video-icon Watch the video

FAQ

Where do humanoid robots make the most sense?

Humanoid robots make the most sense where the workstation is designed for people, the process changes often, workers are hard to find, and traditional automation would be too expensive or too rigid.

Are humanoid robots cheaper than workers?

The robot’s hardware price may look similar to one year of labor cost, but the full cost includes integration, service, charging, safety, software, data infrastructure, downtime planning, and human supervision.

How should a factory prepare for humanoid robots?

Start with data. Organize production data, downtime, machine statuses, quality, orders, and material flow. Without that, it is hard to know whether the robot will produce a real return.

Want to find out if your manufacturing plant is ready for humanoid robots? Let's talk!

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