AI Skill Refinery Field Note · 07
Finance Needs Workflows, Not One-Off Answers
CFOs do not need AI to answer one financial question. They need governed workflows that can collect, evaluate, summarize, and route recurring work.
A CFO does not need AI to answer one financial question.
They need a system that can handle it repeatedly.
A prompt can summarize one expense report.
A workflow can collect the data, apply internal criteria, flag exceptions, prepare the summary, and route it for review.
The difference is not the sophistication of one answer. It is whether the organization has a repeatable financial process—with human oversight where it matters.
That is how AI becomes operating infrastructure rather than a one-time productivity trick.
Which recurring finance task should become a workflow?