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Welcome to the new era of Implementation Physics!
Browsing All posts tagged under »Artificial Intelligence«
AI Doesn’t Break Broken Processes. It Perfects Them.
March 25, 2026
"Don't confuse governance with process integrity." — Jon Hansen, Hansen Models™
The Hansen Fit Score™ — What It Does, Who It’s For, and Why It Matters Now
March 24, 2026
Do you want to change without choice or evolve without having to change?
If Phase 0™ and the Hansen Fit Score™ Are the Right Approach, Why Don’t the Big Firms Write About It?
March 23, 2026
What are the words Gartner — and every major analyst firm — want to speak, but can't?
Technology Isn’t Failing Procurement. Procurement Is Failing Technology.
March 22, 2026
One year of experience, twenty times.
A Veteran CPO Finally Tells Me What I Am Not Seeing
March 20, 2026
A veteran CPO just told me over a coffee why my work resonates but doesn't always lead to action. And he was right.
The 2×2 Reality Check: Where the Hansen Fit Score Helps — And Where It Hurts
March 17, 2026
Why there is no such thing as 'a best vendor solution' in any quadrant, wave, solution map, matrix, or rating - alone.
The Five-Figure Question: Why Industry Research Access Starts With a Form and Ours Starts With a Checkout Button
March 17, 2026
Try this exercise. Go to Gartner.com and attempt to purchase a single research report. Then go to hansenprocurement.com and do the same. One starts with a form. One starts with a checkout button. The difference is not cosmetic. It is architectural — and the difference costs the industry millions.
Procurement Insights 
Oracle Says the Bottleneck Is Trust. The Archive Says It Goes One Layer Deeper.
March 25, 2026
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The data layer is clean. The process layer has never been verified. That is where the AI promise breaks.