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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 filed under »Commentary«
When the Dominant Advisory Firm Starts Asking Your Question
February 22, 2026
We published the measurement on February 14th. Eight days later, Gartner published the observation.
Scoring the Scorers: The Advisory Ecosystem’s Authority Paradox
February 22, 2026
Everyone tracks where vendors move on the Magic Quadrant. No one measures whether the Magic Quadrant itself works. We did.
Quantum Physics Confirms the Hansen Models™ Phase 0 Approach
February 21, 2026
When IBM Research's quantum verification discipline mirrors a procurement readiness framework — and a former IBM executive is the one who notices — it stops being an analogy.
The Emperor’s New Clothes and the Due Diligence Nobody Does
February 19, 2026
Can you really call it early adoption when its based on decades of case studies and pattern recognition?
Understanding the Tension Between Getting It Right and Being Right in the Procurement AI Era
February 19, 2026
Why is this the most important 1-minute read for the C-Suite and Boardroom?
Knowledge With Full Confidentiality
February 18, 2026
There's a dynamic in procurement that no one talks about.
How Human–AI Multimodel Collaboration Eliminates Bias In RAM 2025
February 17, 2026
Here is how Human-AI Multimodel collaboration eliminate bias in RAM 2025.
Procurement Insights 
James, About That 75% Number
February 22, 2026
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