Free template

AI use case worksheet

An AI use case worksheet captures 5 things before you automate a process: what triggers it, how many hours it takes across everyone who touches it, the rule the person applies, where judgment is needed, and how you’d know the result is right. Anything you can’t answer yet is the first thing to work out.

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AI use case worksheetFilled in as an exampleSection 1Section 2Section 3

Before you start

How to use it

AI use case worksheet

One page per process. Whatever you can’t fill in yet is the first thing to work out.

Download as text

Process: [name] · Owner: [name] · Date: [date]

The process

  • It starts when [trigger].
  • It is done by [who], about [how often].
  • It takes about [hours] a week across everyone who touches it. That is [hours × 52] a year.
  • It lives in [systems, spreadsheets, inboxes].

The rule behind it

The person doing it decides by [the rule, as they would explain it to a new hire]. 2 people would do it [the same way / differently].

Where judgment is needed

A person has to decide when [the exceptions]. That happens about [how often].

How we would know it is right

The result can be checked against [source] by [who]. A mistake would cost [what].

Worth doing?

[Yes: build it / Not yet: because / No: leave it manual].

Yours to fill in

Reviewed October 10, 2026 · not legal advice

Questions we get asked

What makes a process a good first one?

A clear rule, real hours, and an output someone can check.

What if 2 people do it differently?

Agree the rule first. Automating a process nobody has agreed on makes the disagreement faster.

How many hours make it worth it?

It depends on what it would take to build. Write the hours down and let the arithmetic decide.

Goes with this

Your brief · 1 of 3

What brings you here?

See what we’d build first at a firm like yours.

Start with one process.

A working session on how your firm actually runs. You leave knowing the first process worth fixing.