Your finance team spends most of its week producing the numbers it was hired to interpret.
Not a skills problem. Someone has to move the data before anyone can think about it — and that someone is usually the person whose value is knowing what the number means.
Everyone is closing the same gap. Raw data on one side, usable analysis on the other.
Four ways across. Each one works — until it doesn’t. What separates them is what breaks, and how long it takes you to find out.
Manual
Pull it, merge it, rebuild the same reports every period. It holds up. Nothing is wrong with the numbers.
What breaksNothing does. Add a channel, an entity, a product line, and three days becomes five. The route never fails — it just takes the month.
Hire or build
Add analysts, or build the platform. Both are real answers. Both are approved on a timeline you don’t control.
What breaksThe headcount gets refused, or the platform lands two quarters late and the assembly work is still there — now on top of a system you have to maintain.
Do it yourself
ChatGPT or Claude on your own exports. The first month is a revelation. The prompt becomes an instruction file, the file becomes a shared skill, and someone is maintaining a system nobody hired them to maintain.
What breaksThe same question, asked twice, returns two answers. Margin is computed one way on Tuesday and another way on Thursday, and neither one tells you it changed. You find out when someone senior quotes the wrong number in a room.
Compress the workflow
Don’t add people, don’t build a platform, don’t maintain a prompt library. Collapse the assembly itself, so the path from raw export to finished output is minutes instead of days. Finance’s definitions go in once, and every answer comes out of them.
The tradeYou define once, properly. The rules that currently live in three people’s heads have to be written down — and you don’t own the engine that runs them.
The check tells you which route you’re on, and what it costs from here — not what you’re paying now.
One page. Written to be forwarded.
Where your capacity goes
How much of the week is consumed before analysis starts, and what that leaves for the work only your team can do.
What your route costs from here
Not what you pay now. Stage two on the path you’re already on. Most teams haven’t seen it yet.
What good looks like
Each area set against what a modern finance function actually does — no grade, no scorecard shaming.
If you need to make the case internally, this is the document.
Your team stops assembling numbers and starts deciding what they mean.
Everyone else gets an analyst on demand — using finance’s definitions, every time.
Start the check →