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Delivering Understanding Beyond Insights
Browsing All posts tagged under »machine-learning«
In 2008, I Predicted Agentic AI and the Need for an Operating System to Break ProcureTech’s Failure Cycle. Here’s Why 90% Will Still Fail by 2026
November 8, 2025
In 2008, I asked if your enterprise had a 'Digital Nervous System.' The answer was no. In 2025, with AI agents, it's still no. That's why 90% will fail by 2026.
Why Platform Architecture Fails Without Asking the Right Question #1
October 28, 2025
Why Does Asking 'What's Your Process?' Lead to 70-95% Implementation Failure?
The AI Evolution Trap: Why Capability Stacks Force Organizations Into Predictable Frames
October 27, 2025
What is the AI Evolution Trap?
This DPW Roundtable Is A Must Attend If You Want To Achieve ProcureTech Initiative Success
October 4, 2025
Why or how will Procurement implementation success be different with Agentic AI?
“I don’t care what the technology does; I care about what I can do with it!” Pactitioner Feedback (2025)
September 20, 2025
"I don't care what the technology does; I care about what I can do with it!" Pactitioner Feedback (2025)
Is The Gartner Linear AI Roadmap Effective For Procurement’s Non-Linear Reality?
September 20, 2025
How effective are linear approachs to procurement and supply chain complexity?
A High-Level Nuts & Bolts Overview Of The Hansen Fit Score Regarding AI Bias And Hallucination Mitigation
September 19, 2025
How does understanding the AI logic patterns reduce the risk of unwanted bias and hallucinations?
KPMG’s Tanya Ward’s Recent Post Has It’s Origins In 2008 – But Are We Now Headed In The Right Direction?
September 16, 2025
What is the difference between Category Management, Procurement, and Purchasing in 2008 and 2025?
Procurement Insights 
Six AI Models Converge: The Agentic AI Governance Crisis Validates 27 Years of Readiness-First Research
November 10, 2025
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When six independent AI models analyze the same governance crisis and five reach identical conclusions, what does that tell us?