The real cost of manual work, in hours and dollars

Nobody has measured this

Ask a team how much time they lose to repetitive work and you will get a shrug and a guess. The work is spread thin enough across enough people that it never shows up as a line item, which is exactly why it survives.

A rough framework

Take one recurring process. Count how many times it runs a month, how long each run takes, and how many people touch it. Multiply it out and apply a loaded hourly cost. The number is almost always larger than anyone expected, and it is almost always an undercount.

It undercounts because it misses the expensive part: context switching, the errors that get caught late, and the single person who becomes a bottleneck because only they know the exceptions.

What to do with the number

Don’t use it to justify a purchase. Use it to pick which process to fix first. The largest number is rarely the right starting point — the most annoying one usually is, because that is the one people will actually help you change.