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Welcome to the new era of Implementation Physics!
Browsing All Posts filed under »Commentary«
The Vocabulary Defining Implementation Physics™ For The AI Era
April 18, 2026
Stanford, MIT, and other institutions are converging on Implementation Physics for the AI Era - the next move is yours.
Implementation Physics™: The Discipline That Turns Friction Cost Into a Measurable Business Problem
April 17, 2026
"Do you know what your real friction cost is?"
From CDW to Grainger: What 25 Years of “Progress” Actually Reveals About Procurement
April 17, 2026
Do you know what your real friction cost is?
Two Cases. Two Years Apart. Different Situations. One Methodology. The Same Result.
April 17, 2026
This is implementation physics at its finest: correct the model first, then scale it.
When the Model Is the Problem: Why Strand Commonality™ and Strand Stability™ Matter More Than Ever in the Age of AI
April 16, 2026
The most dangerous moment in any AI deployment isn't when the system fails. It's when it succeeds — at optimizing a model that was never correctly defined in the first place. Here's the question no one has answered.
The ISO Blind Spot No One in the C-Suite Is Talking About
April 15, 2026
Every C-Suite has an ISO compliance program. Almost none of them have mapped what happens when those programs collide — and AI is about to make that gap very expensive.
The Valley of Death Is Still Here — Only Faster: What Hasn’t Changed Since the 2006 Roundtable
April 15, 2026
What today's post proves is that the pattern didn’t change—the only thing that changed is how fast we pay for ignoring it.
Are You Prepared to Gamble Your Career on AI Outcomes?
April 13, 2026
As a C-Suite Executive, are you gambling your career on the wrong FOMO?
Procurement Insights 
Thirty Years to Get Here. The Opportunity to Use It.
April 18, 2026
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Canada just committed $150B to defence partnerships built on exactly the model Andy Akrouche has been refining for 30 years. The policy is sound. The question is whether the readiness exists to execute it — and whether anyone is asking.