Does your agency’s invoice show AI usage as its own line? Almost certainly not. But that cost exists and is being paid somewhere. The question is whether you can see it.
We have started putting it on our clients’ invoices as a line of its own: human hours on their line, AI usage on its own, bought-in services on theirs. This piece explains why, and what it gets you as a buyer.
It is the first of five. The others cover the methods we tried for finding the right number, and why each one failed.
A cost absorbed quietly works against you
The common reflex in this industry is to bury the cost in the margin. The same habit that buried software licences a generation ago, and line rental before that. Nobody is lying; the item simply does not appear.
On the buyer’s side that has three consequences, all of them against you:
- You cannot see what you are buying. If the invoice says “content production: 40 hours”, you cannot tell how much of that was human judgement and how much was machine output. The same number can describe two very different pieces of work.
- The efficiency gain does not reach you. If AI finishes a job in a third of the time, that is a gain. When the item is invisible, the gain stays in the supplier’s margin rather than showing up on your invoice.
- You cannot compare. If you have two quotes and both hide the item, all you are comparing is a number. You cannot see how the work is actually produced.
Transparency here is not a courtesy. It is the information a buyer needs in order to decide.
What you see on the invoice
- Human hours, split by type of work, each at its own rate.
- AI usage, in its own unit at its own rate.
- Bought-in services on separate lines, each in the provider’s own unit of measure.
The practical effect: at month end we do not tell you “we did this work”, we tell you “we did this work with these resources”. If a line looks wrong to you, you can ask, and there is an answer.
One more note. For some of these lines the cost is estimated from the provider’s current published rates and corrected against the first real invoice. We say so, because knowing it is an estimate is your right.
Finding the right unit was not easy
Deciding to put an item on the invoice is easy. Deciding what to measure is not. We tried four approaches and all four were wrong.
The first was the most instructive. We metered usage at the provider’s published rate, and a three-session engagement came out at $161. My own reaction was blunt: two short pieces of writing, and the meter reads two hundred and eighty dollars? The arithmetic was correct. It was measuring the wrong thing. What inflated the number was not work delivered to the client but the internal repetition of the work itself.
The shared lesson across all four: what should be measured is the work delivered, not the effort spent. Research, attempts and backtracking are our overhead. They do not reach your invoice.
The second piece in this series covers each of the four wrong methods and why each failed.
Four questions you can put to your supplier
Useful whether or not you work with us. Ask your current agency, or the firm quoting you:
- Do you use AI on this work, and where? “No” is not plausible today. If the answer is yes, move to the second question.
- How does the cost appear on the invoice? If it does not, it is inside the margin. That is not a crime, but it is something you should know.
- Has the efficiency gain reached the price? If the same job now takes a third of the time, where did the difference go?
- Can you show how much of which resource was used? A supplier who can show it is measuring. One who cannot is estimating.
Why we publish this
Because it is exactly what you should want to see when choosing a supplier: someone who can explain how they price, who will describe the attempts that failed, and who can show where the number comes from.
We deliver enterprise WordPress and WooCommerce projects. If you would like to talk about how we work and how we bill, get in touch.
Last modified: September 14, 2026
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