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Procurement decisions don’t fail inside procurement. They fail when real-world conditions hit them. That’s what we assess.
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
Innovation Isn’t the Problem — The Missing Bridge Is
December 5, 2025
The same structural gap that blocked cluster development in 2007 is blocking AI adoption today.
Posted in: Commentary
Supplier Onboarding Is Not a Form Problem — It’s an Ecosystem Problem
December 5, 2025
GenAI can enrich your supplier data. It can't fix the architecture that keeps producing junk.
Posted in: Commentary
The Revenue Trap: The Ethical Conflict No One Talks About in ProcureTech
December 4, 2025
The Revenue Trap: Why the industry profits from keeping your data broken.
Posted in: Commentary
Procurement Insights 
Gartner’s AI Heat Map: A Restaurant Menu for the 80%
December 8, 2025
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It’s not the menu that matters. It’s whether your organization can survive the meal.