Choose your first automation around a repeatable task

The best first automation is not necessarily the task that looks most impressive in a demo. Look for a recurring piece of work with understandable inputs, a clear rule, and an outcome someone can check.

This gives the business a useful experiment: can a specific handoff become more dependable without creating harder work elsewhere?

Observe the task before selecting a tool

Choose a few candidate tasks and watch how staff actually perform them. Record what starts the work, what information is required, which decisions are predictable, and which cases require judgment.

A useful candidate might be moving an approved request into a work queue. A less settled candidate might be deciding whether a complaint deserves an exception when the policy is still being debated.

Avoid automating a disagreement. If experienced staff cannot explain the rule consistently, clarify the process first. An automated step needs an owner who can decide when that rule changes.

Compare candidates using evidence

Use a worksheet rather than an invented return-on-investment score.

The answers may reveal that a small form or clearer ownership would help more than automation. Keep that option in the comparison.

Choose the mechanism after the workflow

Microsoft's Power Automate overview distinguishes cloud flows, which can start automatically, on demand, or on a schedule, from desktop flows that automate web or desktop tasks. That is one vendor's set of mechanisms, not a recommendation to use a particular product.

Ask your implementation team whether the existing systems offer a supported connection for the task. If the proposal operates a user interface, ask how changes to that interface will be detected and maintained.

Confirm permissions, service accounts, current product terms, and operating costs before assuming that an existing subscription covers the proposed work.

Keep a human decision where it matters

For an illustrative supplier onboarding process, automation might check that required fields are present and place the request in a review queue. A person could still decide whether the supplier is approved.

Define the boundary explicitly: what can proceed automatically, what pauses for review, and what happens when the reviewer is unavailable. Give staff a clear way to see pending and failed work.

Do not treat a notification as completion. The acceptance condition should describe the business result, such as an approved request appearing once in the correct queue.

Run a small, observable trial

Agree the sample, the success criteria, and the person who can stop the automation. Use representative cases, including an incomplete record and a repeat submission.

Measure the full workload after the change: handling time, time spent checking results, exceptions, and corrections. If work moves from one team to another, include both teams in the review.

Document the rule and its owner before expanding the trial. Our guide to acceptance criteria can help make the result testable; the integration failure guide covers recovery when the automated handoff cannot complete.