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Procurement decisions don’t fail inside procurement. They fail when real-world conditions hit them. That’s what we assess.
13 Years Later: Publishing the Post I Wrote in 2012 About Web 4.0 (Before It Existed)
October 30, 2025
When Precision Sounds Like Rhetoric (Until Reality Catches Up)
Posted in: Commentary
METHODOLOGY TRANSPARENCY: How I Validated the Databricks/ZIP Analysis Using 18 Years of Practitioner Archives
October 29, 2025
Traditional analysts give you snapshots. I give you the movie. 18 years of archives tracking what happened to 'success stories' after the press releases stopped—validated across 6 AI models. Here's the methodology.
Posted in: Commentary
Why Did Ryan Meonske Leave Databricks Less Than A Year After Their ZIP Success Story? The Answer Reveals Why 80% Of ProcureTech Implementations Fail
October 29, 2025
When the procurement executive who championed your 'successful' technology implementation leaves the company, what happens to the initiative? History suggests you won't like the answer.
Posted in: Commentary
250 Miles on 50 Miles of Gas: Why Meta-Awareness Is the Missing Skill in Every AI Competency Framework
October 28, 2025
What is meta-awareness, and why is it the most important discipline (skill) for procurement professionals in the AI era?
Posted in: Commentary
Why Platform Architecture Fails Without Asking the Right Question #1
October 28, 2025
Why Does Asking 'What's Your Process?' Lead to 70-95% Implementation Failure?
Posted in: Commentary
The AI Evolution Trap: Why Capability Stacks Force Organizations Into Predictable Frames
October 27, 2025
What is the AI Evolution Trap?
Posted in: Commentary
Alignment Before Automation: Why AI Fails — and the Sequence That Delivers ROI
October 27, 2025
If AI works so well, why do 80% of implementations still fail?
Posted in: Commentary
Analysts Gone Wild: Why October’s Enterprise Software Stories Prove Nothing Has Changed Since 2008
October 27, 2025
Why is an ERP by any other name, still an ERP?
Posted in: Commentary
“The SIG Saturday Sweep: Three Stories, Three Phases, One Pattern”
October 25, 2025
What does Coca-Cola Consolidated, Wayne State, and White Cap Teach Us About Why Procurement Transformations Succeeds or Fails?
Posted in: Commentary
Procurement Insights 
From Prediction to Practice: When Multiple Disciplines Discover the Same Pattern
October 30, 2025
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What is Data Singularity and why does it enable us to move beyond the limitations of sequential thinking in Procurement and business?