Raw Data Is Not Truth, It Is Potential Meaning: The Hansen Governance-First Data Fabric™

February 1, 2026

0

How do you avoid tearing your data fabric? Realizing that raw data is not truth, it is potential meaning.

Posted in: Commentary

The Governance Gap: Why Technology Always Outpaces Readiness

February 1, 2026

0

IBM's time crystals won't fix procurement's 50-80% failure rate by the end of 2026. The readiness gap that's persisted for 27 years explains why.

Posted in: Commentary

Making the Short List: Are the Magic Quadrant “Leaders” Really Leaders?

January 31, 2026

0

Why did 20 years of Magic Quadrants, Forrester Waves, and SolutionMaps fail to move the 50-80% implementation failure rate?

Posted in: Commentary

The COVID Success Spike: The Hansen Fit Score Link

January 31, 2026

0

Why did the COVID Spike improve practitioner outcomes?

Posted in: Commentary

31 CPO Appointments in 30 Days: Leadership Change or Tech Hype Cycle Reset?

January 29, 2026

0

31 CPO appointments in 30 days. Investment in procurement — or the accountability phase of yet another technology cycle? The technology changes. The cycle doesn't.

Posted in: Commentary

From Liverpool 1930 to DP World 2026: The Supply Chain Governance Question That Never Changes

January 29, 2026

0

Why you can't automate your way to resilience, but must govern your way there instead.

Posted in: Commentary

When It Comes To AI, Accuracy Is Not Enough!

January 29, 2026

0

From Fujitsu's AI accuracy quest, to Mark Manson's 400-word prompt, to my SR&ED-funded RAM model from 1998 — AI governance has come full circle.

Posted in: Commentary

The AI Misunderstanding Transcends Procurement — It’s a Businesswide Disconnect

January 29, 2026

0

If trustworthy AI is the goal, the prerequisite isn’t just a better stack — it’s clearer answers to: Who decides? Who verifies? Who’s accountable? And can this organization absorb what AI reveals?

Posted in: Commentary

The Szulanski Paradox: Why “Innovator Showcase” Webinars Can’t Deliver What They Promise

January 28, 2026

0

Why I didn't attend Hackett's January 28th webinar on Bosch, J&J, and MTN — and why science says I was right.

Posted in: Commentary

Today’s Question: It’s Not a Competition of Design. It’s a Competition of Purpose.

January 28, 2026

0

How can you be a successful vendor if your clients are repeatedly failing?

Posted in: Commentary