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One thing is clear: we are approaching an inflection point in advanced supply chain automation.
Our key takeaways from MODEX 2026:
Robotics demos have plateaued
A noticeable theme this year was repetition. Many demos felt like reruns of 2024; same capabilities, same components, sometimes even the same packaged solutions. Innovation appeared incremental at best. Meanwhile, customer challenges are only getting more complex. The gap between what’s needed and what’s being shown is widening.
The next leap requires intelligence
Yes, it’s a bit of a self-serving statement, but also an obvious one. Core applications like depalletizing, palletizing, parcel induction, singulation, eCommerce picking, and trailer unloading are becoming commoditized. The question for the industry is no longer can we automate this? but how do we do it better?
Differentiation will come from intelligence: smarter vision systems, adaptive control, and software that can handle variability and complexity at scale.
Physical AI is becoming real
What was once theoretical is quickly becoming practical. AI-driven systems can now:
This shift - often called “physical AI” - is no longer just hype. It’s a necessary step if the industry wants to tackle large-scale, high-complexity automation challenges.
The Bottom Line
What we saw at MODEX - the good, the bad, and the ugly - points to one inevitable conclusion: demand for advanced vision and intelligent automation will continue to accelerate.
The winners in this space will be those who solve real complexity: handling diverse packages, navigating dynamic workflows, and operating reliably in messy, unpredictable environments. These are the solutions that unlock high-value deals and address the industry’s biggest pressures: labor shortages, operational costs, and change management.
Others risk falling behind. Relying on outdated tools and legacy approaches in a rapidly evolving landscape is not a viable strategy.
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