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Delivering Understanding Beyond Insights
Browsing All posts tagged under »ChatGPT«
Why “Augmented Intelligence” Became the Invisible Third Rail of Enterprise AI
December 27, 2025
Human-in-the-loop models work regardless of technology era. Tech-led models fail regardless of technology era. That's not theory—that's 27 years of production data.
Why ConvergentIS Earned Top-of-Market Scores—And Why This Isn’t a Technology Story
December 26, 2025
ConvergentIS just earned 9.7s and a perfect 10 from Spend Matters. But they've also walked away from major accounts that weren't ready. The scores prove the technology works. The exits prove that technology alone isn't enough.
RAM 2025 Multimodel Assessment: Gartner’s “Guardian Agents 2029” Graphic
December 25, 2025
Gartner's Guardian Agents: FOMO or Fact?
Why Gartner Is Annoying?
December 24, 2025
Gartner told 2.1 million followers that 80% of AI projects fail to deliver ROI. Then they projected spending will triple to $600 billion by 2029. They didn't connect the dots. I asked five AI models why that's annoying.
A Major Academic Study Just Reframed Enterprise AI—and Clarified the Path Forward
December 24, 2025
The 80% failure rate in enterprise AI isn't a technology problem. A new 65-page study from five elite universities just explained why—and what actually works.
I Didn’t Build a Camera and Look for Ways to Use It
December 22, 2025
Amazon Lens Live lets you shop what you see. In 1999, I used a ball camera to solve the same problem — but in enterprise procurement. The technology wasn't the solution. The SR&ED-funded theory behind it was. Agent-based thinking: 27 years waiting for non-human agents to catch up.
Where Are You On The AI – Human Spectrum?
December 21, 2025
What is the difference between talking to AI and thinking with AI?
Five AI Models, One Timeline, Same Conclusion:
December 18, 2025
Five AI models. One timeline. 18 years of archives. Same conclusion.
Procurement Insights 
Why Proprietary Procurement Operating Systems Failed—and What Replaces Them
December 28, 2025
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Ariba, Coupa, and SAP all tried to build procurement operating systems—and failed. The reason isn't that the concept was wrong. They built for lock-in instead of readiness. Here's what replaces them.