Physical AI

AI that understands the physical world

Physical AI is the big buzzword in robotics. It means AI that does not just process text and images on a screen, but perceives, understands and acts in the real world. For that, a machine does not have to look like a human.

Simply explained

Perceive, understand, act

Every Physical AI system works in three steps. Our inspection systems work exactly the same way – on every single part.

01 · PERCEIVE

Capture the world

Cameras, matched lighting and laser and 3D sensors turn real parts into precise digital data.

02 · UNDERSTAND

Recognize what is wrong

The AI analyzes every image right at the machine – in 1 to 25 ms. It detects defects and anomalies and shows why a part was rejected.

03 · ACT

React at line speed

The result is put into action immediately: defective parts are rejected, and the line control receives the result via industrial interfaces.

Computer vision

The eyes of Physical AI

AI vision systems are the most important tool for Physical AI. They are the eyes of the system and build the crucial bridge between the physical world and digital processing: what a machine cannot see, it can neither understand nor react to.

  • Cameras & opticsArea and line-scan cameras with lenses matched to part, material and line speed.
  • Light for every taskLighting tailored to the inspection task – up to our own coaxial lighting.
  • Exact dimensions in 3DLaser triangulation adds exact dimensions to the images.
  • Raw data in the gigabit rangeWith zero-copy between GPU and CPU, the image data is processed in real time.
Many forms

Physical AI does not need a humanoid robot

When people think of Physical AI, they often picture robots with arms and legs. But the humanoid form is not always the best option: a machine with Physical AI can just as well be a big box that takes on one task – and performs it reliably on every part.

Physical AI Humanoid robot A generalist for many tasks Specialized machine One task, every part, at line speed Physical AI Humanoid robot A generalist for many tasks Specialized machine One task, every part, at line speed

Built for one task

Mechanics, optics, electronics, AI and software are precisely matched to that one task.

As fast as the line

Complete capture and analysis in real time – even at high production speeds.

Data stays in the plant

The AI works right at the machine. Images and results never leave your plant.

Understanding defects

Detecting anomalies is Physical AI too

To detect a defect, a machine has to understand what a good part looks like in the real world – with all its natural variation in material, shape and light. Only then can it reliably tell what is a deviation and what is not.

  • Learning from a good partWith Teach & Go, the system learns new products in seconds to minutes – no programming required.
  • Unknown defects tooAnomaly detection finds deviations from the good state without every defect type having to be shown first.
  • Visibly explainedA heatmap shows where the AI found the deviation.
Glass container with a chip on the finish
Chipped finish, detected by nScanMove the mouse over the image to see the heatmap.
From detection to control

A platform that also controls the machine

Our platform does more than analyze images. It can also control a complete machine – from the lighting and rejection to the connection to robots and the line control.

PERCEIVE UNDERSTAND ACT Wahtari OS On-site AI analysis Cameras & optics Laser & 3D Lighting Rejection Robots Line control PERCEIVE ACT Cameras & optics Laser & 3D Wahtari OS On-site AI analysis Lighting Rejection Robots Line control

Own electronics

We develop controllers and circuit boards in-house and match them to the sensors and the AI.

Industrial interfaces

Connection to your line via established standards such as OPC UA, PROFINET, PROFIBUS and TCP/IP.

Secure in operation

The systems run Wahtari OS: read-only, signed and without open ports. Remote access is only possible with your approval via the Wahtari Platform.

In practice

Physical AI that is already at work

Our systems do not look like robots. They are machines that understand the physical world and react to it.

Empty-glass inspection

nScan inspects every bottle on the conveyor and rejects defective ones – and checks that the rejection was successful.

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nTire

End-of-line inspection in complete wheel assembly: anomaly detection, tire measurement and DOT recognition.

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nScan multi-sensor

Flexible inspection of complex objects – optionally guided by robot arms.

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Want to learn more about our inspection systems?

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