Where AI Is Really Taking Hold Across the United States
AI may be accessible everywhere, but the talent, infrastructure, research capacity, and business readiness required to create real value remain highly concentrated. This article explores which U.S. states appear best positioned to lead, why Texas is close to the top tier, and where the map could shift next.
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.
Thinking Harder Is Not the Same as Thinking Better
AI is making answers faster, cheaper, and nearly unlimited. The real advantage now belongs to people who can challenge assumptions, reframe the problem, and ask questions that lead somewhere genuinely different.
Everyone Wants the Last Domino
Everyone wants autonomous operations, intelligent agents, and self-optimizing factories. But industrial AI success does not begin with the last domino; it is built by standing up every capability that makes it possible.
Your Technology Is Only as Simple as Your Business
Complexity does not arrive all at once. It builds through one exception, approval, workaround, and compromise at a time, until the business can no longer explain why it works the way it does.
Oh, the Data You’ll Need
When signals are scattered and context is thin, even clever AI does not know where to begin.
Stop Blaming the Wave (Copy)
Bad AI makes you roll your eyes. Good AI makes you stop asking questions, and that is exactly why it needs TRUST.
Stop Blaming the Wave
When every new technology looks like a threat, the real problem may not be the size of the wave. It may be the concrete shoes your company keeps calling “prudence.”
The AI Boom Is Producing a Very Expensive Illusion
Most companies are racing to buy AI like it’s a magic vending machine, then acting surprised when the real value is stuck behind bad data, slow systems, messy processes, and the small inconvenience of organizational reality.
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.
AI Will Not Save Broken Operations
Most companies are trying to build an AI-powered future on top of operations that still run like a group project held together by spreadsheets, workarounds, and the one employee everyone is afraid to let retire.
Your Sense of Urgency Does Not Alter My Speed
Digital transformation only moves as fast as people trust, understand, and adopt the new way of working, which means leadership’s real job is not to demand speed but to create the clarity and confidence that make speed possible.
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.
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
The Magazine Cover You Really Do Not Want To Be On
A look at the real reasons digital and AI transformations collapse and what leaders must change to stay off the cover of any technology-failure magazine.
When CIOs and COOs Collide: Why AI Is Creating Tension Everywhere
AI now touches employees, departments, and enterprise value all at once, sparking friction between CIOs, COOs, and everyone in between unless companies align on how work truly changes.
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.
Stay Ready, So You Don’t Have to Get Ready: Thriving Amid Disruption
Disruption Doesn’t Knock, It Kicks Down Doors
The Franken-System: Built to Survive, Not to Last
Your Franken-System Is Showing
The Importance of Organizational Readiness
Resources alone are not enough for success. The real advantage lies in readiness, the ability to anticipate, adapt, and act in response to both expected and unforeseen challenges.