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.
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.
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
What Matters Most When Scaling AI in 2026
The hardest part of scaling AI is not deciding what matters, it is diagnosing what matters most right now.
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.
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.
TDEngine - Rethinking Industrial Infrastructure for the Age of AI
TDEngine Podcast - Rethinking Industrial Infrastructure for the Age of AI
The Great Automation Illusion
Companies often believe they have bought autonomous operations, but what they have really built is a fragile operating model where humans quietly absorb the complexity that systems were supposed to eliminate.
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.
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
Automation Vs. Agency Vs Autonomy
There is a massive structural difference between a system that executes a rule and one that chooses a path, and mixing them up is an expensive mistake.
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.
2026 Top Struggles in AI Initiatives
We are spending money on AI like we have it all figured out, but the data shows we are still stuck on step one.
AI-Driven Business Transformation: How AI is Shaping the Future of Business Transformation.
As one of six contributors, my role in this report was to ground AI in decision-making, while the report itself brings together multiple perspectives to show how AI is reshaping businesses and where most organizations still aren’t ready for it.
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
From Guessing to Knowing: The Case for Operational Clarity
A perspective on how operational visibility reshapes understanding, decision-making, and ultimately performance.
The State of Industrial AI in 2025: Capability Is Easy. Scaling Is Hard.
The story of Industrial AI in 2025 is simple: lots of capability, very little scale. The next advantage belongs to the companies that can operationalize trust.
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.