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How to choose the first task for an AI agent

The first agent sets the tone for everything after it. Pick a task that is frequent, clear and checkable, and you gain trust quickly. Pick one that is vague or high stakes, and you lose it. Here is a simple method.

6 min read · Updated 2026-11-01

Look for four qualities

  • Frequent: it happens every day or every week, so the time saved adds up
  • Patterned: the steps are mostly the same each time
  • Checkable: a person can look at the result and tell if it is right
  • Contained: a mistake is easy to correct and does limited harm

Score your candidates

List three to five tasks. For each, give a score from zero to three on frequency, pattern, checkability and containment. The task with the highest total is usually the best first agent. It takes ten minutes on paper and needs no special tools.

Tasks that usually work well first

  • Replying to new enquiries
  • Booking and confirming appointments
  • Sorting and labelling email
  • Drafting quotes from a price list
  • Summarising the week from your tools

Tasks to leave for later

  • Anything involving payments or irreversible changes
  • Decisions that depend on judgement or relationships
  • Work with unclear rules or no clear owner
  • Tasks whose information lives only in people’s heads

Make it ready

  1. Write down what a good result looks like.
  2. Collect ten real past examples, including awkward ones.
  3. Decide which steps need your approval.
  4. Name the person who reviews the agent in the first weeks.
  5. Agree how you will know it is working.

If you cannot describe a good result in two sentences, the task is not ready for an agent yet.

After the first agent

Once the first agent runs well, the next one is quicker: the connections, rules and review habits already exist. Add agents one at a time, and keep reviewing the log.

Want to talk it through?

Bring one task. We will tell you whether an agent fits.

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