If this sounds like your week
It's the same files, the same cleanup, every single week.
Monday's export lands and you run the identical sequence you ran last Monday: fix the headers, drop the test rows, dedupe by email, coerce the dates. The steps never change — only the data does — yet you perform them by hand again and again.
Where tooling usually breaks
Repeating a known process by hand wastes hours and invites mistakes.
A recurring manual ritual is exactly where attention slips: a skipped step, a column cleaned in the wrong order, a file you forgot to process at all. The work is too routine to be interesting and too important to get wrong.