Measure more than time saved
Overrides, errors caught, adoption and the business number you care about.
The business of AI
Subscriptions, per-use pricing and the hidden cost: the time spent checking.
5 min readPlain English
In one sentence
AI costs three things: fees (subscriptions or pay-per-use), setup time, and the time people spend checking its work, which is the one most budgets forget.
Think of it like…
It’s like bringing in a temp through an agency. The hourly rate is on the invoice, but the real cost includes showing them the ropes and checking their work until you trust it.
Most AI spending falls into four buckets. Add them up for one task before you decide it’s worth it.
A tool pays off when the time saved clearly beats the checking time plus the fees.
Good at
Bad at
A bakery on a free plan. The owner drafts the weekly specials post in a free assistant. The cost is ten minutes, including a careful read.
Product copy at an online shop. Descriptions drafted by a small model on per-use pricing cost little at their volume. The real cost is the hour someone spends checking each batch.
Seats at a design studio. The studio pays for business seats only for the people who use AI every week, and reviews the list each quarter.
Myth vs reality
Myth: “It’s free, so it costs nothing.”
Reality: Free plans cost time, and sometimes data: tighter limits, fewer controls and settings that may allow training on what you paste. And every plan, free or paid, costs the time it takes to check the output.
Writing a reply yourself takes 12 minutes. With AI, the draft takes 2 minutes and checking it takes 8. What’s the real saving per reply?
Overrides, errors caught, adoption and the business number you care about.
Forward receipts to one inbox; AI pulls out the details and you approve the batch weekly.
A simple way to decide whether a task needs a new tool at all.