AI Enablement
What Is Governed AI? A Finance Team's Definition
Most finance software vendors say “governed AI” right now. Few of them define it. That's a problem, because the term is doing work it hasn't earned yet.
Here's a plain-language definition, and the four things that have to be true for it to hold up.
“Governed” can sound like a safety feature bolted onto an AI tool after the fact. Governance comes first. It's the set of limits that has to exist before AI gets anywhere near financial data at all.
Four things, and each one has to hold on its own.
Finance decides which reports and which numbers are in scope. Everything else stays out until Finance adds it.
An answer sourced from a report Finance approved last week is a different thing from an answer sourced from a model's general training data. Only one of those is defensible in a board meeting.
A cost center owner and a board member need different sets of answers. Governed AI respects the same permissions your reports already do.
Every request is logged, with who made it and what came back. The point is evidence: when an auditor asks how a number was produced, the log answers.
Leave out any one of these four, and what's left is a fast, confident-sounding tool with no way to check its work.
A smarter model or a bigger context window answers a capability question. Governance is a control question, and it comes first. A more capable AI with no governance is a bigger version of the problem Finance already has.
Nobody asks how a calculator got an answer. Everybody asks how AI got one, and that's the correct instinct. The moment AI touches a number that ends up in a report, that number needs a source Finance can point to. Governance is what makes that possible. Without it, every AI answer is a claim with nothing behind it.
That's the whole model. AI does the answering, and Finance decides what it's allowed to see. Governance is the floor that capability stands on.
Earlier in this series: your analysts are already feeding AI your numbers.
Next in this series: the question budget season asks you fifty times a month.
To see governed AI working on your own reports, start with AI Enablement.
Finance stays in control.