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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 Does Your Organization Sit Right Now? The Answer Is More Important Than the Question.
April 9, 2026
The problem is not what organizations are doing. It is when they are doing it. Ten questions. Under ten minutes. The diagnostic that should precede every AI and procurement technology commitment — now live.
Posted in: Commentary
In 2005 We Called It. In 2026 MIT, McKinsey, and Stanford HAI Confirmed It. Here Is the Original Record.
April 8, 2026
In 2005 we documented it on video. In 2026 MIT, McKinsey, and Stanford HAI confirmed it independently. The failure rate never moved. The missing diagnostic never changed. Here is the original record — and why it matters more today than the day it was delivered.
Posted in: Commentary
If You Keep Doing What You Have Always Done, You Will Always Get the Same Outcome. Seven Technology Eras Prove It.
April 8, 2026
It's time to stop hype cycles and start creating outcome cycles.
Posted in: Commentary
Why a Dollar Invested in Phase 0™ Outperforms a Dollar Invested Anywhere Else in Your AI Strategy
April 7, 2026
The Advisory Model Is Blockbuster. Hansen Models™ Is Netflix. Here Is the Data.
Posted in: Commentary
When Gartner’s Own Predictions Collide, It’s Not a Forecasting Problem — It’s a Readiness Problem.
April 7, 2026
"The right question is: under what conditions can procurement safely become autonomous?"
Posted in: Commentary
What a Former Stanford HAI AI Index Leader Had to Say About Hansen’s Models
April 6, 2026
He helped define how AI is measured. When he reached out, the conversation lasted twenty minutes before he said: "You have a better idea of what I'm doing than I do."
Posted in: Commentary
When MIT, BCG, McKinsey, and a 27-Year Archive Arrive at the Same Finding Without Coordination, That Is Not a Coincidence
April 5, 2026
The dining room table beat Stanford HAI to the finding by twelve years.
Posted in: Commentary
Who Is My CPO, and Why Should I Follow Their Lead?
April 4, 2026
How many of today's CPOs have actually slept under their desk?
Posted in: Commentary
What the 2020 and 2023 Tealbook Interviews Missed — And What the Supplier.io White Paper Already Knew
April 3, 2026
The top 20 percent of performers were not distinguished by which technology platforms they used. They were distinguished by five organizational behaviors.
Posted in: Commentary
Procurement Insights 
As a CFO, Here Is the First Thing You Should Do Before Funding AI
April 9, 2026
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“You don’t fix decision debt with better technology. You prevent it before the decision is made.”