AI use cases by role

AI use cases for finance

In finance the numbers have to be right, so AI's job is narrow: read, summarise and draft around figures that come straight from the books. These are the jobs where that helps.

Idea Every entry here is an idea: a realistic way AI could help, not a claim about work we’ve done.

1 of 51 use cases

Idea
Time entries suggested from the calendar
AI suggests billable time entries from the day's calendar and email, so nobody is reconstructing the week on Friday night. Each person approves their own.
Frontline · Finance · Professional services

Free guide: The Team AI Playbook

Get AI working across your whole team, not just one or two people

Right now a few people are probably using AI on their own, and nobody knows what’s working or what data is going where. More productive individuals don’t automatically add up to a more productive organization. The playbook is a practical way to fix that.

Walk through your roles and find the low-value work worth handing to AI.
Set up the structure: what data goes where, who decides, and how good ideas get shared.
Pilot one AI-assisted role, then widen what works.

Worksheets included. Use it on your own; you don’t need us to get value from it. See what’s inside

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How to read this list

Every entry is the same deal: AI takes the low-value work, and a person keeps the judgment. Not every task should go to AI, either. If a job follows fixed rules, an ordinary automation usually does it cheaper and more reliably, and we’ll say so when that’s the case.

The list is tool-neutral and it keeps growing. Want to talk through which of these fit your team? Get in touch.

AI use cases for finance

Time entries suggested from the calendar

Browse by role

Browse by industry

How to read this list

Further reading