Pick a task with clear edges
Choose a workflow you can describe from trigger to finish. A request arrives, someone checks it, a record is created and an owner is notified. Prefer a first project with a clear owner and an outcome people can recognise. If the task contains several unrelated decisions, narrow it further. You are looking for a useful slice of work, not a miniature version of every process in the business.
Describe what actually happens
Walk through recent examples with the person doing the task. Note where information comes from, what gets copied, which checks matter and what makes a request different from the usual case. Include the awkward bits: missing attachments, duplicate records and approvals that happen in a message. The aim is not a perfect process diagram. It is to understand enough of the real work to build something useful.
Automate the real workflow. Not an idealised version of it.
Decide what should stop the flow
An automation needs a route for situations it cannot handle. Decide what happens when information is missing, two records disagree or an action fails partway through. Name the person who receives the issue and show them what has already happened. Avoid making them reconstruct the whole sequence. A useful first version can leave uncertain cases for a person while handling only the straightforward cases the team has agreed on.
Test usefulness in everyday work
Try the workflow with representative examples before giving it a wider role. Watch for more than whether it completes: can people see its status, understand an exception and correct a mistake? Compare the remaining manual effort with the work involved in supervising it. Keep the first version easy to inspect and adjust. Expand when the next improvement addresses a specific need, not simply because more steps could be automated.
Common questions.
Prepared with AI assistance. This article shares general guidance and illustrative workflows, not a substitute for advice specific to your business.
Business thinking. Technical doing.
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