Models Think, Systems Act: Rebuilding the Industrial Operating System

About this episode

Enno de Boer discusses the transformative impact of AI on manufacturing and the need to rebuild the industrial operating system.

Three months into the agentic AI shift, manufacturing finds itself at the same inflection point a generation of CEOs faced at the dawn of digital: lean in now, or wait for someone else to prove it works. The cost of waiting just got steeper. Enno de Boer , Senior Partner at McKinsey and co-founder of the World Economic Forum Global Lighthouse Network , returns to Augmented Ops to talk with Natan Linder, Tulip's co-founder and CEO, about why this is not the next wave of IoT, 3D printing, or even mobile. Enno argues AI is a general purpose technology on the order of electricity, the first one in roughly a century, and that most industrial organizations are still treating it like a tool layered on top of yesterday's workflows. The result, he says, is Amdahl's Law in action: speed up one element by 20%, leave the system intact, and you get zero results. That, in his read, is why 2025 returned almost no measurable AI impact in industry, and why the new normal of a major supply-chain disruption every single year demands more than another wave of pilots and chat interfaces. The real work is to rebuild the operating system underneath, the AI system, the data system, and a new division of…

People in this episode

Host: Natan Linder

Guest: Enno de Boer

Topics covered

• AI
• manufacturing
• industrial operating system
• supply chain
• technology shift

Keywords

• AI
• manufacturing
• operating system
• supply chain disruption
• agentic AI

Mentioned in this episode

Organizations: McKinsey, World Economic Forum Global Lighthouse Network, John Deere

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