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Welcome to the new era of Implementation Physics!
Browsing All posts tagged under »Artificial Intelligence«
CIO Leadership Is Necessary. It Has Never Been Sufficient.
March 16, 2026
CIO leadership as the answer to agentic AI adoption — does not engage with the dimension that both the 2007 and 2011 archive evidence identifies as the persistent failure point. The problem has been renamed. It has not been solved.
The Physics of Enterprise Software Evolution: Oracle, Coupa, and the Law That Repeats Across Every Generation
March 13, 2026
There is a difference between predicting the future and understanding the future.
If the Hansen Fit Score™ Had Existed in 1990: SAP, Ariba, and the DNA of ProcureTech Failure
March 13, 2026
What a 1990 Hansen Fit Score™ would have told Hershey, FoxMeyer, and everyone now buying AI platforms.
What Gartner Knew in 1990 That the AI Industry Has Forgotten
March 12, 2026
Why implementation causality, not vendor capability, is the industry's current blind spot.
KPMG’s AI Prize Program Is Not an Innovation Strategy. It’s an Organizational Readiness Problem.
March 12, 2026
"Measuring AI utilization is important but doesn't tell you much about the quality of the work." — Rob Fisher, KPMG US Vice Chair of Advisory
Thirty Years of Evidence Says You Can’t Metric or Govern Your Way Out of a Readiness Problem
March 9, 2026
"The question isn't whether you build an AI factory. It's whether you run Phase 0 before you turn it on."
When Five AI Models Analyze the Same Data Three Months Apart — and Reach the Same Conclusion
March 8, 2026
Five AI models. Three verification layers. Two graphs. Thirty years of data. One conclusion the industry has overlooked for multiple tech generations.
The Shadows on the Wall: Why the ProcureTech Failure Rate Has Survived Every Technology Era
March 7, 2026
Thirty years. Five technology eras. One statistic that never moved. The problem was never the technology.
What Mattel, North Carolina, and Virginia’s eVA Knew About AI Failure Before AI Existed
March 6, 2026
18 years later, Gartner names the AI failure pattern. The Procurement Insights archive documented it in 2008.
Procurement Insights 
We Are Going to Write About You Anyway: The Architecture of Independent Assessment
March 16, 2026
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The assessment will be written. The score will exist. The 18-year proprietary arc will be documented, and the market is reading it.