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Practical notes on AI strategy, implementation, and governance — measured by what shows up in the P&L.

Illustration — What an AI Audit for Business Actually Measures

September 14, 2026

What an AI Audit for Business Actually Measures

Most AI readiness assessments measure activity: logins, pilots, tool counts. An AI audit for business should measure something else entirely: whether AI use shows up as a number on the P&L.

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