Insights
Thoughts & Notes.
Close AI Spend on Usage, Not on Invoices
Usage-based AI billing runs on its own clock. A practical approach to accruing, closing and evidencing AI vendor spend each month, using systems finance teams …
Oct 16, 2026
The Difference Between Visibility and Reliability
Seeing a number isn't the same as trusting it. Reliability comes from one definition, one owner and a tie back to the ledger, and it should come before visibil…
Oct 14, 2026
Set Up the Structure Before AI Spend Scales
Why AI vendor spend needs a chart of accounts, dimensions, and posting rules before it scales, not after the cleanup gets expensive.
Sep 18, 2026
The Next Operating System: AI Interface Control
Most enterprise software was not built for AI. It was built for humans, operating interfaces.
As AI models move beyond reasoning and into execution, control of…
Feb 28, 2026
On True Capability
As experience deepens, the landscape widens, and certainty gives way to perspective.
Jan 19, 2026