notes on transformation

Most transformations do not fail on technology. They fail on the people asked to change.

Field notes from a transformation specialist. Automation, AI adoption, and why Excel still wins.

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9 sep 2026 · ai adoption Why people trust Excel more than AI Most spreadsheets contain errors. Nobody cares. The reluctance to adopt AI is about accountability, not accuracy. ai adoption