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Procurement decisions don’t fail inside procurement. They fail when real-world conditions hit them. That’s what we assess.
Where Data Platforms Fit — And Where Behavioral Diagnosis Must Lead
December 8, 2025
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
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
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
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
What World Models' LeCun and Bezos learn from Mary Kay about AI?
Posted in: Commentary
Two Exceptional White Papers – 30 DAY Free Download With Code
December 7, 2025
Ask an LLM to critique its own limitations, and it will. So why aren't the people building World Models asking the same questions?
Posted in: Commentary
World Models and the Strand They Can’t See
December 7, 2025
LeCun and Bezos are investing in "World Models" to capture causal relationships. But what happens when the most important strand isn't in the data?
Posted in: Commentary
The Revenue Trap: Why Big Firms Can’t Afford the Next Technology Wave (Who Will Be Our Industry’s Blockbuster and Kodak?)
December 6, 2025
The same economics that killed Blockbuster and BlackBerry are now shaping who survives the next transformation wave.
Posted in: Commentary
From Metaprise to Agentic Ecosystems: The 27-Year Journey to Architectural Truth
December 5, 2025
In 1998, I called it the Metaprise. In 2025, Genesys calls it 'agentic ecosystems.' The language changed. The physics didn't.
Posted in: Commentary
Procurement Insights 
85% Aren’t Ready. So Why Does the Industry Keep Selling?
December 9, 2025
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Before you act on anything an analyst firm, consultancy, or ProcureTech vendor tells you must ask this one question: