Is this workflow worth automating? Four questions to ask first

This is a practical checklist rather than a research summary. Automation is easy to over-buy. A step that happens twice a month rarely repays the effort, and a step that is broken will only be broken faster once it is automated. Before building anything, ask these four questions.

1. Does it happen often enough?

Count how many times the task happens in a normal week and how long each one takes. A five-minute task done forty times a week is a strong candidate. A one-hour task done once a quarter usually is not.

2. Is the process already clear?

If two people do the same task two different ways, fix that first. Write down the steps, remove the ones that do not need to exist, and agree on one version. Automating confusion makes it harder to see.

3. Where does judgment belong?

Sorting, copying and reminding are good jobs for software. Deciding whether to take a job, how to word a sensitive reply or when to make an exception are jobs for a person. When AI helps with the second kind, treat its output as a suggestion that someone reviews, not a decision made on its own.

4. What happens when it goes wrong?

Every automated step needs an obvious failure path: who is told, what is retried, and what is saved so nothing is lost. If you cannot answer that, the step is not ready to run unattended.

A quick scoring example

If you answer “yes” to the first three and have a clear answer to the fourth, the workflow is probably worth automating. If not, a clearer process or a small fix may deliver more than new software.