Discover how to transform your industrial operations by restructuring around knowledge flow, employee autonomy, and flexible production systems—bridging the gap between advanced technology and actual productivity gains.

The technology is here—automation, AI, advanced analytics—but the productivity gains aren't materializing because most industrial organizations are still structured for mass production of standardized products while today's reality is non-standard and project-based.
Designing and implementing an organizational operations framework in an existing industrial production facility. Focusing on leveraging and maintaining existing institutional knowledge, giving employees autonomy and increasing production reliability through flexibility.


Cree par des anciens de Columbia University a San Francisco
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Cree par des anciens de Columbia University a San Francisco

Lena: Hey Miles, I was just reading about this fascinating disconnect in manufacturing—companies are investing heavily in Industry 4.0 technologies, but productivity growth remains stubbornly low across most major economies. What's going on there?
Miles: You know, that's exactly the puzzle that's keeping operations leaders up at night. The technology is here—automation, AI, advanced analytics—but the productivity gains aren't materializing as expected. What's becoming increasingly clear is that it's not just about implementing new tech; organizations themselves need to transform to match this industrial revolution.
Lena: Right, so it's not the technology that's failing, but how we're organizing around it?
Miles: Exactly! The research shows that most industrial organizations are still structured for mass production of standardized products, but today's reality is different. As automation and AI take over routine tasks, human work is increasingly focused on non-standard, project-based activities. The unusual is becoming business as usual, but our organizational structures haven't caught up.
Lena: That's fascinating. So how should companies restructure to capture these productivity gains?
Miles: Let's break down the eight organizational shifts that exceptional companies are making to transform their industrial operations and finally unlock the productivity code.