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.
Why AI Transformation Gets Stuck in Old Ways of Working
Everyone wants AI to transform the business, preferably without changing how anyone runs it. A rocket tied to an anchor got me thinking about the processes, incentives, and personal attachments we expect technology to somehow overcome.
AI Has Made it Much Easier to be Wrong at Scale
AI can now give your worst idea unlimited energy, perfect grammar, and a polished implementation plan. As producing convincing work becomes almost effortless, human judgment may become the most valuable expertise of all.
The Law of Conserved Indecision
We’ve taught technology to deliver answers in seconds, then built organizations that need three meetings to decide what to do with them. Meet the Law of Conserved Indecision, and discover why unlocking AI’s productivity gains requires rethinking who gets to decide, what requires approval, and why everyone else is still on the invite.
Why AI Success Creates More Work Than Expected
AI pilots are designed to prove that the technology works, yet they rarely expose the infrastructure, data, ownership, process changes and permanent costs required when it does. Every successful pilot contains a miniature operating model, and CIOs should understand exactly what they are bringing through the gate.
The AI Lesson My Great-Great-Grandfather Learned in 1883
According to highly questionable Winter family history, industrialist Augustus Milton Winter was investing in enterprise AI before most factories had electricity. His experience captures a very current problem: extraordinary technology can generate endless possibilities while leaving leaders surprisingly unclear about which ones deserve action.
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.
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Technical debt is rarely just an old system or outdated technology.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.
A Fine Vintage of Bad Transformation Decisions
What if corporate transformation initiatives were wines? A fictional trip to Château de la Transformation reveals four suspiciously familiar vintages filled with endless pilots, excessive hype, commitment issues, and enough pivots to make even a sommelier dizzy.
Oh, the Data You’ll Need
When signals are scattered and context is thin, even clever AI does not know where to begin.
Is That Your Final AI Strategy?
Too many companies walk into AI with game-show confidence and spreadsheet-level preparation. This is a fun look at what happens when the lights get bright, the answers get uncomfortable, and the “strategy” starts sweating.
Why AI Strategy Feels Like the World’s Hardest Escape Room
AI strategy feels a lot like an escape room: everyone walks in confident, the clues are scattered across departments, the clock is ticking, and suddenly the hardest part is not the technology but figuring out how the business actually gets out.
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.
AI Isn’t Replacing People. Leaders Are Replacing Responsibility.
AI will change work dramatically, but the real risk is not the machine taking over; it is leaders using the machine as permission to stop thinking carefully about jobs, judgment, trust, and responsibility.
A Sip of Conflict
If the water is potable but the setting is repulsive, you haven't optimized the process; you've just bolted a high-performance tool to a fundamentally broken context.
Digital Daze
The illusion of clarity created by an overload of information.
Everything is visible. Nothing is obvious.
From Guessing to Knowing: The Case for Operational Clarity
A perspective on how operational visibility reshapes understanding, decision-making, and ultimately performance.
Still Loading: The Missing Architecture Behind Most Smart Factories
This is the most important graphic for Industry 4.0 you will ever see.
When a Powerful Tool Starts to Look Like a Universal One
Power has a way of simplifying how we see the world. Once something feels capable enough, it quietly reshapes how problems are framed, discussed, and prioritized. What begins as momentum can end as misdirection if discernment doesn’t keep pace.
The Crooked House Problem: When Stability Stops Progress
A crooked 17th-century building becomes a metaphor for why stabilizing misaligned systems can preserve the past but quietly block progress when the goal is growth.