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AI can decide. But can it act? The missing layer in Physical AI

Artificial intelligence has made impressive progress.

Models can classify images, generate text, and even plan complex sequences of actions. But when you take AI out of the digital world and place it into a factory, a warehouse, or any physical environment, something breaks.

The AI can decide.

But it can’t reliably act.

This is the gap that defines Physical AI—and it’s where most real-world robotics projects succeed or fail.

 

Louis-Alexis Demers
By Louis-Alexis Demers
on Apr 16, 2026 in Physical AI. 5 min read time
AI can decide. But can it act? The missing layer in Physical AI

Artificial intelligence has made impressive progress.

Models can classify images, generate text, and even plan complex...

Louis-Alexis Demers
By Louis-Alexis Demers
on Apr 16, 2026
Read more 5 min read time
How TIDI Products increased palletizing productivity by 30% with automation

TIDI Products, a global manufacturer of infection prevention and patient safety products, transformed its end-of-line...

Linnea Bruce
By Linnea Bruce
on Apr 14, 2026
Read more 4 min read time
Scaling Physical AI: Why grippers and sensors matter for real-world robotics

Physical AI is evolving quickly.

From imitation learning to foundation models, robotics teams are making real progress toward...

Marc Giguère
By Marc Giguère
on Apr 09, 2026
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How food manufacturers in Europe are automating palletizing without adding headcount

Across Italy and the DACH region, food manufacturers are facing the same reality:

  • 📈 Increasing production demand
  • 👷 Labor...
Alessio Cappellaro
By Alessio Cappellaro
on Apr 07, 2026
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How Martin Ray Winery improved bottling efficiency with robotic palletizing

Martin Ray Winery, a historic wine producer based in California, modernized its bottling operations by implementing a robotic...

Josh Davis
By Josh Davis
on Apr 02, 2026
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From Physical AI to operational AI

Artificial intelligence has brought enormous excitement to robotics.

Robots can now walk, navigate complex environments, and...

Jennifer Kwiatkowski
By Jennifer Kwiatkowski
on Mar 31, 2026
Read more 5 min read time
Sweet success: How a world-renowned candy manufacturer in Germany scaled palletizing across multiple lines

Automation rarely starts with a full factory transformation.

More often, it begins with a single line. One challenge, one...

Piotr Tyburzec
By Piotr Tyburzec
on Mar 26, 2026
Read more 5 min read time
Robots can see. But they still can't feel.

Artificial intelligence has dramatically improved how robots perceive the world.

Computer vision allows robots to detect...

Jennifer Kwiatkowski
By Jennifer Kwiatkowski
on Mar 24, 2026
Read more 5 min read time
How coffee manufacturers are automating palletizing (with payback under 1 Year)

Coffee production is growing worldwide.

From roasted beans to capsules and pods, manufacturers are increasing output to meet...

Élisabeth Ste-Marie
By Élisabeth Ste-Marie
on Mar 19, 2026
Read more 5 min read time

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