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Welcome to the new era of Implementation Physics!
Browsing All posts tagged under »ChatGPT«
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.
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?"
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.
What the 2021 Per Angusta Assessment Missed — And Why It Matters Now
April 3, 2026
I created the CPO Arena and moderated the 2021 Per Angusta assessment. The panel was unanimous. The capability was real. Here is what we didn't ask — and why it matters now that SpendHQ has acquired Sligo AI.
What AI Governance Needs Is More SMOP
April 1, 2026
A Cisco EVP had a phrase he returned to again and again during Cisco's transformation years. His name was Rick Justice. His phrase was SMOP. It has never been more relevant than it is today.
Governance Doesn’t Create Outcomes. It Never Has. Here’s What Does.
March 31, 2026
"No other organization in the procurement and AI advisory space can provide what the Procurement Insights archive and Hansen Models™ deliver: 43 years of documented, independent, zero-vendor-sponsored evidence across every technology era. This is not commentary. This is the record."
The Archive Was Never Just About Procurement
March 30, 2026
Procurement Insights is as much for CIOs, CFOs, and CDOs as it is for CPOs. Here is the 18-year record that proves it.
The CFO Collaboration Gap: What the Data Shows — and What Phase 0™ Changes
March 29, 2026
The CFO approved the budget. The CIO signed off on integration. The CPO built the business case. So, why did the initiative fail?
The Questions IT Leaders Were Asking in 2019 Are the Same Questions We Are Still Asking in 2026. Neither Community Has the Answer It Thinks It Has.
March 28, 2026
"The question has not changed since 1983. The platforms have. The failure rate has not. Here is what that tells CIOs, CFOs, and CPOs about what needs to change before the next initiative."
Procurement Insights 
If You Keep Doing What You Have Always Done, You Will Always Get the Same Outcome. Seven Technology Eras Prove It.
April 8, 2026
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It's time to stop hype cycles and start creating outcome cycles.