How Investors Diligence AI COGS and Gross Margin

In AI fundraising, the model bill is part of the story. Investors want to see that cost per unit falls, or at least holds, as you grow.

Quick answer

Prepare cost per unit over time, gross margin by segment, your biggest cost drivers and a credible plan to lower them.

What investors ask

How gross margin has moved over the last few quarters.
Cost per user, per seat or per task, and its trend.
Dependence on one model provider, and the cost of switching.
What happens to margin if usage per customer doubles.
Your plan to lower cost per unit.

What to prepare

A monthly AI COGS table reconciled with provider invoices.
Cost per unit by product and segment.
The top five cost drivers by call site or feature.
Savings already made and those planned, with dates.

Fix it before the round

A 20% lower cost per unit shows up directly in gross margin. apicuts is live in one day and guarantees at least 20% after our fee, with a reconciled savings report you can share.

Frequently asked questions

Do investors care about LLM costs?

Yes. In AI companies, model costs drive gross margin, which investors use to judge whether growth is profitable.

How do I show AI COGS in a board deck?

Show cost per unit and gross margin over time, by segment, with your top drivers and the savings plan.

Want us to find your 20%?

Book a free 15-minute API cost teardown. Bring last month's provider usage and we'll show you your biggest waste and the first fix we'd ship.

Get a Free 15-Minute API Cost Teardown