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Procurement decisions don’t fail inside procurement. They fail when real-world conditions hit them. That’s what we assess.
Browsing All posts tagged under »AI implementation failure«
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.
Which One Of The Following Five Graphs Tells The Most Important Story?
January 18, 2026
Analyst rankings. Vendor landscapes. Adoption frameworks. They all skip the same step — and that's why 80% still fail.
You’re Not Crazy. You’re Just in the Wrong Quadrant.
January 7, 2026
The Branson Plan makes for inspirational reading — but it's a disaster for ProcureTech transformation.
Procurement Insights 
AI Doesn’t Break Broken Processes. It Perfects Them.
March 25, 2026
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"Don't confuse governance with process integrity." — Jon Hansen, Hansen Models™