Kate Melvin

AI Has Three Cost Centers. CFOs Need One Operating Model.

Every AI workflow now carries three costs at once: the tokens and compute it burns, the human work it reshapes, and the governance needed to explain the result later. One of those arrives as an invoice. The other two arrive as a surprise. On what a CFO should ask for, and why a verifiable record belongs inside the productivity model rather than beside it.