Make the routine visible
Ask the person who performs the task to walk through a recent example. Record the trigger, the required information and what counts as completion. Include a case with missing data. If the team disagrees about the correct result, settle that question before deciding which tool to use.
Choose a task with manageable consequences
An internal draft that a colleague reviews is a safer pilot than an action that changes customer records or commits the business to a payment. Decide what the workflow may do on its own and what needs approval. Keep a simple way to pause it and a manual way to finish the work.
Use rules where rules are enough
Not every automation needs artificial intelligence. Fixed rules can be appropriate for moving agreed fields, routing a request or checking whether required information is present. AI may help interpret text or prepare a summary, but its output can be wrong. Define the review step and avoid including unnecessary personal information.
Test exceptions and assign an owner
Try incomplete requests, repeated events and a temporarily unavailable tool. Check whether the team can see a failed run and knows how to respond. Agree who owns the workflow after launch and which tool costs depend on usage. Expand only when the pilot is understandable and the business can assess its usefulness.