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.

2 articles

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26 aug 2026 · automation When not to automate A process that changes every quarter is not a candidate. Neither is one nobody understands yet. automation

29 jul 2026 · automation The shadow IT you should keep Some of the workarounds are the only honest documentation of how work actually gets done. automation