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What to Hand to AI First, and What Never To

Start with the boring, repeat jobs where a mistake is cheap. Keep anything that needs judgment with a person.

Kevin KasaeiOctober 12, 2026 / 3 min read
A brass in-tray and out-tray on a teal desk

Every week someone asks me the same question: “What should I use AI for first?”

Most owners start in the wrong place. They pick the biggest, scariest job in the business, buy a tool, and three months later nobody’s using it. The tool needed more care than the job ever did.

Here’s the rule I use instead. It’s boring. It works.

Start where a mistake is cheap

Look for jobs that are frequent, boring and low-risk. If the AI gets one wrong, you shrug and fix it. Think booking confirmations, payment reminders, first drafts of quotes, and sorting the inbox.

These jobs happen dozens of times a week. Nobody enjoys them. And they’re easy to check.

The quick test
  • It happens at least once a week
  • It follows roughly the same steps every time
  • A mistake costs minutes, not customers
  • Someone on your team will happily stop doing it
If a task is frequent, boring and low-risk, automate it. If it’s rare, risky or needs judgment, leave it with a person.

What never to hand over

Anything where every case needs a judgment call. Pricing a big job. Telling a customer no. Deciding who to hire. AI can help you think, but the decision stays with a human.

Same goes for anything where one mistake loses a customer or breaks the law. Keep a person in the loop, every time.

Do this this week

Block one afternoon. List every task your team repeats weekly. Score each one on hours, cost of a mistake and how much judgment it needs. Automate the top two. Measure the hours before and after.

That’s it. Two jobs, one month. Then pick the next two.

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Written by Kevin Kasaei

Kevin’s been writing code for thirty years. Now he helps owners use AI to get time and money back, and hosts BizPlaybooks.

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