You don't need a new tool. You need AI to teach you the one you already have.
Fund operations is full of powerful software nobody was trained on. Excel's Power Query sits inside the app you open every day and most people never touch it. A virtual data room — the secure document-exchange platform behind every deal and due-diligence process — ships with a manual no one reads. So the task gets brute-forced: copy-paste the same cleanup every month, or wait for the one colleague who knows the trick.
The quiet win isn't a new AI product. It's pointing AI at the vendor's published documentation and asking it to teach you your task — the lean, reusable way. It works just as well for the small stuff: the built-in function already sitting in the app that would save you an afternoon, if you knew it was there. Ask AI which feature solves your exact problem, then how to use it.
A worked example
You get a monthly pack of messy CSVs — different columns, junk header rows — that has to become one clean table. The manual route is the same copy-paste, every month. Instead: ask AI to teach you a Power Query flow from Microsoft's own published Power Query documentation — load the folder, promote headers, strip the junk, append. You build it once; next month you press Refresh. The monthly grind collapses into a click, and the skill stays with you.
Then flip it — ask what you're missing
It runs the other way, too. Don't only ask how to do a task you already know you need — ask what you don't. "What are the useful-but-forgotten features of this tool? What can it do that most people never use? What can't it do?" Then hold that list against how you actually work. Querying the manual conversationally — instead of hunting it page by page — is where you find the missing piece: the capability you didn't know to look for. The tool didn't change; your map of it did.
The gotcha
AI will confidently invent a menu path or a function that doesn't exist in your version. Treat it as a fast tutor whose claims you verify against the real docs and the actual screen — not an oracle. And remember it teaches; you still learn it. That's the point: the skill is reusable, the dependency isn't.
More field notes: the Field Notes desk. For deployments in production, AI adoption in the fund industry; for the job-by-job assessment, the use-case library.