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Procurement decisions don’t fail inside procurement. They fail when real-world conditions hit them. That’s what we assess.
When Analysts Go Wild: The Conversation the Industry Needs to Have
December 13, 2025
Finally, real analysts getting real about AI.
Posted in: Commentary
The simple question that blew up 5 of 6 AI Models
December 12, 2025
Isn't it time procurement practitioners stopped paying the failure tax that finances an ecosystem where only 20% succeed?
Posted in: Commentary
The Prediction Industrial Complex: Gartner’s 2031 Forecast vs. 27 Years of Documented Reality
December 12, 2025
Isn't it time we stopped measuring Hype Cycles, Quadrants, and Waves, and start measuring actual outcomes?
Posted in: Commentary
The Pyramid is Crumbling: When Defenders Become Evidence
December 12, 2025
McKinsey froze salaries and admitted the pyramid is crumbling. Are consultancies and analysts finally conceding that the 80% failure rate was never about technology—it was about a revenue chain that doesn't pay anyone to say 'stop'?
Posted in: Commentary
IBM just topped Stanford’s global transparency index — and it’s a meaningful win. But there’s a second kind of transparency the industry still isn’t measuring… and it’s the one that determines whether organizations actually succeed with AI.
December 11, 2025
IBM just topped Stanford's global transparency index — and it's a meaningful win. But there's a second kind of transparency the industry still isn't measuring.
Posted in: Commentary
The History They Show vs. The History They Haven’t Recognized
December 11, 2025
Every industry timeline celebrates 35 years of ProcureTech innovation. None recognize the failure rate that accompanied each era: 70% → 75% → 80%. Technology kept improving. Outcomes got worse. One equation explains why — and what finally collapses the failure rate.
Posted in: Commentary
The Missing Layer in Procurement’s 4 Levels
December 10, 2025
Tanya W.'s 4 Levels of Procurement maps individual evolution from Order Taker to Transformation Engine. But what happens when a Level 4 practitioner lands in a Level 1 organization? The 18-year archive shows why most never make the climb — and it's not for lack of trying.
Posted in: Commentary
Your Championship Reality Is Not Someone Else’s Case Study
December 10, 2025
“You don’t win the Super Bowl by buying Tom Brady’s cleats. So why does our industry still pretend you can win transformation by buying the tech?”
Posted in: Commentary
85% Aren’t Ready. So Why Does the Industry Keep Selling?
December 9, 2025
Before you act on anything an analyst firm, consultancy, or ProcureTech vendor tells you must ask this one question:
Posted in: Commentary
Procurement Insights 
AI IS NOT ONLY MY FRIEND, AI IS ALSO MY VISION AND DREAM FINALLY COMING TRUE.
December 13, 2025
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I don't have billions behind me like Gartner or McKinsey. But I do have 27 years of documentation — and six AI models that finally operate at the speed of thought.