Congratulations! Your Plant Has Been Selected for Digital Transformation.
A successful pilot doesn’t automatically travel well, especially when the next plant learns about its digital transformation through a calendar invitation. Scaling smart manufacturing requires local ownership, workforce involvement, and a clear understanding of what made the original pilot succeed.
IT/OT Convergence Is Not One Thing
IT/OT convergence can mean anything from connecting systems to reorganizing departments, which makes agreeing on it suspiciously easy. Inspired by The IT/OT Handbook, I explore eight common operating patterns, how they fit together, and why the right arrangement depends on the work you’re actually trying to get done.
AI on the Factory Floor: What Changes, What Doesn’t, and Who Wins
QAD | Redzone CEO Sanjay Brahmawar sits down with Industry 4.0 expert Jeff Winter to unpack why AI is generating more fear on the factory floor than any technology before it, and why the data tells a different story.
Is Industry 4.0 working?
For more than a decade, manufacturers have invested heavily in the technologies of Industry 4.0, yet U.S. manufacturing productivity has barely moved. So is Industry 4.0 actually working, or are we measuring its impact in the wrong way?
What Shel Silverstein Taught Me About the Smart Factory
What can a childhood favorite like Where the Sidewalk Ends teach us about the smart factory? More than you might expect, especially when it comes to remembering that intelligent technology alone does not create an intelligent operation.
What Industry 4.0 Scale Actually Requires
A successful pilot proves that the technology can work. Scaling it requires something far more difficult: a dependable operating system of data, context, decisions, workflows, and standards that can survive different people, equipment, shifts, and plants.
When Will Technology Actually Matter? The Two Clocks of Industrial Innovation
Technology impact depends on two clocks: when a technology becomes viable and when a company completes the prerequisites needed to use it. Reflecting on the WEF Intelligent Industrial Operations Outlook 2026, I explore where the timelines may be right, which technologies I would move and why the same future will arrive at very different times for different companies.
The Architecture Diagram Nobody Wants to Draw
Technical debt is rarely just an old system or outdated technology. It is the hidden architectural complexity that makes every new project slower, harder, and more expensive than it should be.
Oh, the Data You’ll Need
When signals are scattered and context is thin, even clever AI does not know where to begin.
Supply Chain Queen - Making Industry 4.0 Real: Strategy, IT/OT Convergence & the Human Side
Supply Chain Queen Podcast - Making Industry 4.0 Real: Strategy, IT/OT Convergence & the Human Side
The Automation Trap: When Technology Becomes a Substitute for Leadership
Automation can make broken work move faster, but it cannot fix the mindset, ownership, and leadership gaps that made the work broken in the first place.
TDEngine - Rethinking Industrial Infrastructure for the Age of AI
TDEngine Podcast - Rethinking Industrial Infrastructure for the Age of AI
12 Laws of Industry 4.0
Industry 4.0 isn’t just changing technology. It is creating new laws of industrial behavior. These 12 laws explain the hidden forces shaping how systems connect, data creates value, and intelligence changes decisions.
Zinfi - The #1 Reason Industry 4.0 Fails Has Nothing to Do With Technology
Zinfi Video Podcast - Why Industry 4.0 Demands Partner Ecosystem Orchestration
Why the Words Matter More Than People Think
The search bar may be telling us something: people still want the vision, but they are increasingly searching for the work.
Keynote - The Intelligent Factory: Why Manufacturing Needs a New Operating Model
Keynote at ProveIt! 2026
The Intelligent Factory: Why Manufacturing Needs a New Operating Model
Still Loading: The Missing Architecture Behind Most Smart Factories
This is the most important graphic for Industry 4.0 you will ever see.
Come With Me If You Want to Transform
A fun Terminator 2–inspired take on why modern manufacturing can’t transform without shared data, integrated systems, and actual human cooperation
If Your Tech Disappeared Tomorrow, Would Anything Change?
Most companies call their efforts “digital transformation,” but if the operating model would function the same without the technology, then nothing transformative has happened, and this article explains why lasting change only occurs when the business itself evolves, not just the tools around it.
Forget Prediction. Build Readiness
A practical guide for manufacturers on how to strengthen their digital transformation readiness, move faster with confidence, and turn uncertainty into advantage.