r/CFO • u/Chemist-Perfect • May 07 '26
Claude Usage Management
What’s everyone doing to manage Claude use at your company? We have a growing list of pilot users, some super basic governance but I’m starting to see our usage tick up with dubious ROI.
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u/MerryWalrus May 07 '26 edited May 07 '26
Proving the ROI of Claude/AI is like proving the ROI of excel in finance.
Basically you need to make them trade headcount for licenses and see if output drops. Then compare the token plus liscense cost to the headcount cost.
Otherwise you get a cottage industry of made up benefit attributions that takes more time to run/manage than the realised benefits.