A veteran CPO just told me over a coffee why my work resonates but doesn't always lead to action. And he was right.

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A veteran CPO just told me over a coffee why my work resonates but doesn't always lead to action. And he was right.
Every technology wave. Same failure. Different name. Your AI initiative is next.
18 years later, Gartner names the AI failure pattern. The Procurement Insights archive documented it in 2008.
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.
Governance and outcomes are not rules. They are the linchpins of harmonization.
How do you avoid tearing your data fabric? Realizing that raw data is not truth, it is potential meaning.
Organizations skip 4 weeks to save time. They lose 3 years. The math has never made sense.
In 1998, they asked me to automate procurement. I asked what time the orders came in. That question changed everything.