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Delivering Understanding Beyond Insights
When AI Agents Talk to Each Other: Why Elon Musk’s “Singularity” Warning Proves RAM 2025 Was Necessary
February 3, 2026
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.
Posted in: Commentary
Why the Outcomes Debate Misses the Point
February 3, 2026
Governance and outcomes are not rules. They are the linchpins of harmonization.
Posted in: Commentary
How to Avoid Tearing Your Data Fabric
February 2, 2026
What is data fabric, really?
Posted in: Commentary
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.
Posted in: Commentary
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.
Posted in: Commentary
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.
Posted in: Commentary
Making the Short List: Are the Magic Quadrant “Leaders” Really Leaders?
January 31, 2026
Why did 20 years of Magic Quadrants, Forrester Waves, and SolutionMaps fail to move the 50-80% implementation failure rate?
Posted in: Commentary
The COVID Success Spike: The Hansen Fit Score Link
January 31, 2026
Why did the COVID Spike improve practitioner outcomes?
Posted in: Commentary
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.
Posted in: Commentary
Procurement Insights 
Now Available: The Gartner Consolidated Assessment Report
February 3, 2026
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Gartner generates $6.3 billion advising enterprises on technology decisions. Industry failure rates haven't moved in 20+ years. This is not an accusation — it is a measurement. This report explains why.