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Truth Is Believing. Accuracy Is Knowing. Outcome Is Proof.™
Browsing All posts tagged under »AI implementation failure«
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?"
AI Doesn’t Break Broken Processes. It Perfects Them.
March 25, 2026
"Don't confuse governance with process integrity." — Jon Hansen, Hansen Models™
What Does Y2K Have in Common With DE&I? More Than You Think — And It Should Worry You About Your AI Initiative In 2026.
March 20, 2026
Every technology wave. Same failure. Different name. Your AI initiative is next.
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.
Digital Twins and the Torrent Trap: Why Modeling the Supply Chain Isn’t the Same as Governing It
January 27, 2026
Digital twins solve for modeling the world, but Phase 0 solves for governing decisions in that world — and confusing the two is exactly how transformation fails.
Why ProcureTech Demos Predict Sales, Not Success
January 26, 2026
It's time to turn down the demo invite — and start asking the real questions about ProcureTech AI
20 Years of Quadrants, Waves, and Maps — Same 75-80% Failure Rate
January 25, 2026
Quadrants, Waves, and Solution Maps — all measuring technology capabilities, none measuring the right organizational readiness.
When Words Lose Meaning: Why Definitions Matter More Than Frameworks
January 24, 2026
The AI gap means different things to analysts, consultants, solution providers, and practitioners — and only one definition actually matters.
Why Your AI Agents Need a Steering Wheel, Not Just an Engine
January 24, 2026
Frameworks CAN be used with governance — but they don't REQUIRE it. That's the gap.
Why a Dollar Invested in Phase 0™ Outperforms a Dollar Invested Anywhere Else in Your AI Strategy
April 7, 2026
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The Advisory Model Is Blockbuster. Hansen Models™ Is Netflix. Here Is the Data.