The automation that pays for itself in a fortnight

Ask a team what to automate and they will name the task they hate. That is useful information about morale and almost useless information about return.

The task worth automating first is the one that is done often, done the same way every time, and expensive when it goes wrong. Frequency gives you the payback. Consistency means it can be encoded at all. Cost of error tells you what you are really buying — not saved minutes, but avoided incidents.

The weekly report everyone groans about often fails the third test entirely. Getting it wrong is embarrassing, not expensive. Meanwhile the five-second copy-paste nobody mentions runs four hundred times a week and quietly seeds every reconciliation problem downstream.