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Why Do Palletizing Automation Projects Fail? 5 Pitfalls and How to Fix Them

Palletizing automation is one of the clearest wins in end-of-line operations. The ROI is real, the labor savings are immediate, and the technology is mature. Yet many manufacturers stall out, spending months on projects that should take weeks, or deploying systems that work in the demo but struggle on the production floor.

The good news: most of these failures follow predictable patterns. Here are five pitfalls we see repeatedly, and how to avoid them, illustrated by how Molino Merano, a historic Italian flour producer, turned a tight floor, a staffing problem, and a growing product line into a 14-month payback.

Amanda Lee
By Amanda Lee
on May 27, 2026 in Palletizing. 6 min read time
Why Do Palletizing Automation Projects Fail? 5 Pitfalls and How to Fix Them

Palletizing automation is one of the clearest wins in end-of-line operations. The ROI is real, the labor savings are immediate,...

Amanda Lee
By Amanda Lee
on May 27, 2026
Read more 6 min read time
The economics of Physical AI: Why data quality beats scale

To reach the level of robustness the Physical AI community aspires to, namely generalist policies deployable zero-shot on...

Nicolas Lauzier
By Nicolas Lauzier
on May 14, 2026
Read more 4 min read time
How tactile sensing improves model performance

Vision-language-action models are the current state of the art in robotic manipulation. They still cannot pick up a potato chip...

Jennifer Kwiatkowski
By Jennifer Kwiatkowski
on May 07, 2026
Read more 4 min read time
What is the best palletizing option for your operation?

The best palletizing solution depends on your production volume, budget, available space, and need for flexibility.

You can go...

Marc Giguère
By Marc Giguère
on May 05, 2026
Read more 5 min read time
Why pharmaceutical manufacturers are standardizing robotic palletizing

Pharmaceutical manufacturers are under pressure to increase output, maintain strict compliance, and protect their workforce,...

Linnea Bruce
By Linnea Bruce
on Apr 23, 2026
Read more 4 min read time
Why Physical AI isn't scaling yet, and what's holding it back

Physical AI is advancing quickly.

AI models can now recognize objects, plan actions, and adapt to new tasks. But despite this...

Linnea Bruce
By Linnea Bruce
on Apr 21, 2026
Read more 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
Read more 6 min read time

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