IBM just topped Stanford’s global transparency index — and it’s a meaningful win. But there’s a second kind of transparency the industry still isn’t measuring… and it’s the one that determines whether organizations actually succeed with AI.

December 11, 2025

0

IBM just topped Stanford's global transparency index — and it's a meaningful win. But there's a second kind of transparency the industry still isn't measuring.

Posted in: Commentary

The History They Show vs. The History They Haven’t Recognized

December 11, 2025

0

Every industry timeline celebrates 35 years of ProcureTech innovation. None recognize the failure rate that accompanied each era: 70% → 75% → 80%. Technology kept improving. Outcomes got worse. One equation explains why — and what finally collapses the failure rate.

Posted in: Commentary

The Missing Layer in Procurement’s 4 Levels

December 10, 2025

0

Tanya W.'s 4 Levels of Procurement maps individual evolution from Order Taker to Transformation Engine. But what happens when a Level 4 practitioner lands in a Level 1 organization? The 18-year archive shows why most never make the climb — and it's not for lack of trying.

Posted in: Commentary

Your Championship Reality Is Not Someone Else’s Case Study

December 10, 2025

0

“You don’t win the Super Bowl by buying Tom Brady’s cleats. So why does our industry still pretend you can win transformation by buying the tech?”

Posted in: Commentary

85% Aren’t Ready. So Why Does the Industry Keep Selling?

December 9, 2025

1

Before you act on anything an analyst firm, consultancy, or ProcureTech vendor tells you must ask this one question:

Posted in: Commentary

Where Data Platforms Fit — And Where Behavioral Diagnosis Must Lead

December 8, 2025

0

With most AI projects derailed by data-readiness issues..." — Hammerspace is right. But data readiness isn't organizational readiness. Where do platforms like Hammerspace and Tealbook fit in the architecture — and what layer is still missing?

Posted in: Commentary

When Diagrams Aren’t Enough: What Gartner’s New AI Graphics Reveal — and What They Still Can’t Say

December 8, 2025

0

Gartner is learning the vocabulary of failure — but their business model won't let them ask the only question that matters: Is your organization ready to absorb any of this?

Posted in: Commentary

Gartner’s AI Heat Map: A Restaurant Menu for the 80%

December 8, 2025

0

It’s not the menu that matters. It’s whether your organization can survive the meal.

Posted in: Commentary

Why Spreadsheets Keep Beating AI: The Case for Humans at the Wheel

December 8, 2025

0

Spreadsheets have been declared dead for decades. So why do they still outperform the systems designed to replace them?

Posted in: Commentary

What Does a 1963 Mary Kay Cosmetics Interview Have In Common With A 2025 Particle Accelerator Model?

December 7, 2025

0

What World Models' LeCun and Bezos learn from Mary Kay about AI?

Posted in: Commentary