Which task should you give to AI first?

List the repetitive work in your week and pick the one that costs the most time.

Why start small

You want AI to take some work off your week, and you are not sure which task to give it. Most people open a chat, ask something, and close it. That is use, but it is not a system. A Census Bureau survey found overall business AI use hovered between 17% and 20%. We think the way to get real value is to pick one job and make it dependable before you try a second.

1. Find the task

Write down the work you repeat each week. Next to each task, write how long it takes.

2. Pick one

Choose the task that costs the most time and follows the same steps each time. Leave the rest for later. This is our advice, not a rule from a source.

What other small businesses start with

Anthropic lists ready-made jobs in its small business package. We think they share one trait: the steps are the same each time.

Chasing overdue invoices.
Preparing the books at month end.
Sorting new leads.
A weekly page of the numbers that matter, such as cash position and sales trend.

What not to start with

We would not start with a job where one mistake costs the most. Examples are legal wording, tax filings or anything a customer sees unread. Earn trust on a job where a mistake is cheap.

3. Write down how you will know it worked

Before you try it, decide what a correct result looks like. Use a past case where you already know the answer.

4. Try it on one real example

Give AI one real example of that task. Read the result yourself. Note what it got wrong. Tools can give wrong answers with great confidence: one test of AI search tools found incorrect answers to more than 60 percent of queries.

5. Decide

If the result is mostly right, repeat it on more examples.
If it is often wrong, the task may need a person.
Keep one person responsible for every result.

Check

Compare the AI result with the past case where you know the answer. Note each difference.
Read every result before it reaches a customer.
Confirm one named person owns each result.