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Delivering Understanding Beyond Insights
Browsing All posts tagged under »AI«
Why the Outcomes Debate Misses the Point
February 3, 2026
Governance and outcomes are not rules. They are the linchpins of harmonization.
The Governance Gap: Executive Briefing
February 2, 2026
The 90-second version: why 50-80% of technology implementations fail, what the 122-year pattern reveals, and the one question leadership should ask before the next investment.
Raw Data Is Not Truth, It Is Potential Meaning: The Hansen Governance-First Data Fabric™
February 1, 2026
How do you avoid tearing your data fabric? Realizing that raw data is not truth, it is potential meaning.
The Governance Gap: Why Technology Always Outpaces Readiness
February 1, 2026
IBM's time crystals won't fix procurement's 50-80% failure rate by the end of 2026. The readiness gap that's persisted for 27 years explains why.
31 CPO Appointments in 30 Days: Leadership Change or Tech Hype Cycle Reset?
January 29, 2026
31 CPO appointments in 30 days. Investment in procurement — or the accountability phase of yet another technology cycle? The technology changes. The cycle doesn't.
From Liverpool 1930 to DP World 2026: The Supply Chain Governance Question That Never Changes
January 29, 2026
Why you can't automate your way to resilience, but must govern your way there instead.
When It Comes To AI, Accuracy Is Not Enough!
January 29, 2026
From Fujitsu's AI accuracy quest, to Mark Manson's 400-word prompt, to my SR&ED-funded RAM model from 1998 — AI governance has come full circle.
The AI Misunderstanding Transcends Procurement — It’s a Businesswide Disconnect
January 29, 2026
If trustworthy AI is the goal, the prerequisite isn’t just a better stack — it’s clearer answers to: Who decides? Who verifies? Who’s accountable? And can this organization absorb what AI reveals?
Procurement Insights 
When AI Agents Talk to Each Other: Why Elon Musk’s “Singularity” Warning Proves RAM 2025 Was Necessary
February 3, 2026
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Elon Musk says a social network where AI agents talk to each other is the beginning of the "singularity." From a RAM 2025 perspective, it's something far more familiar: the DND case at machine speed.