Echoes

Echoes

Past Articles
August — Issue #42

Census data shows AI use outpacing organizational oversight, echoing the spreadsheet governance gap while posing structurally different risks.

How specific spreadsheet failures in banking and public health produced the exact controls now standard in regulated industries.

Spreadsheets spread desk to desk while governance arrived through audit and regulation; Census data shows AI adoption following the same split.





















































































