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Welcome to the new era of Implementation Physics!
Browsing All posts tagged under »Artificial Intelligence«
When One Model Says Yes and Five Say Wait: Why Multimodel Validation Matters
February 24, 2026
Six models. One question. Five said "probable." One said "certain." The difference is where the credibility lives.
The Kraljic Paradox: When the Diagnosis Is Right but the Instrument Is Wrong
February 23, 2026
Kraljic described the world we model. We have built the instrument that his diagnosis deserved.
The Acquisition Aftermath: What Happens to Practitioners When Their Vendor Gets Acquired (And What To Do About It)
February 23, 2026
How do you, as a practitioner, better manage the ProcureTech M&A reality?
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?
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 
The C-Suite Sweep — Part 1 of 4: A Memo for the CIO
February 25, 2026
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In 2010, I sat at a roundtable with the former CIO of the United States Government discussing transparency in procurement. In 2011, I taught procurement professionals to "act like a CIO." In 2025, the CIO's view of procurement evolved. The 80% failure rate didn't. Here is the question no vendor demo will answer.