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Welcome to the new era of Implementation Physics!
Browsing All Posts filed under »Commentary«
When the Assessment Updates Itself — That Is When It Becomes an Advisory Tool
April 10, 2026
What is the difference between a consulting paper and a consulting relationship?
The C-Suite Cannot Fix What It Cannot See — And the Diagnostic That Changes That
April 10, 2026
What is a C-Suite coalition alignment, and why is it the game-changer for AI success?
As a CFO, Here Is the First Thing You Should Do Before Funding AI
April 9, 2026
“You don’t fix decision debt with better technology. You prevent it before the decision is made.”
Where Does Your Organization Sit Right Now? The Answer Is More Important Than the Question.
April 9, 2026
The problem is not what organizations are doing. It is when they are doing it. Ten questions. Under ten minutes. The diagnostic that should precede every AI and procurement technology commitment — now live.
In 2005 We Called It. In 2026 MIT, McKinsey, and Stanford HAI Confirmed It. Here Is the Original Record.
April 8, 2026
In 2005 we documented it on video. In 2026 MIT, McKinsey, and Stanford HAI confirmed it independently. The failure rate never moved. The missing diagnostic never changed. Here is the original record — and why it matters more today than the day it was delivered.
If You Keep Doing What You Have Always Done, You Will Always Get the Same Outcome. Seven Technology Eras Prove It.
April 8, 2026
It's time to stop hype cycles and start creating outcome cycles.
Why a Dollar Invested in Phase 0™ Outperforms a Dollar Invested Anywhere Else in Your AI Strategy
April 7, 2026
The Advisory Model Is Blockbuster. Hansen Models™ Is Netflix. Here Is the Data.
When Gartner’s Own Predictions Collide, It’s Not a Forecasting Problem — It’s a Readiness Problem.
April 7, 2026
"The right question is: under what conditions can procurement safely become autonomous?"
What a Former Stanford HAI AI Index Leader Had to Say About Hansen’s Models
April 6, 2026
He helped define how AI is measured. When he reached out, the conversation lasted twenty minutes before he said: "You have a better idea of what I'm doing than I do."
Procurement Insights 
The Difference Between Sounding Strategic and Being Strategic
April 12, 2026
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Why sounding strategic and being strategic are not the same thing — and why the difference has cost organizations more failed initiatives than any technology platform ever could.