Larkspur Labs
AI spend audit
Generated 1 Oct 2026, 09:00 UTC · Example report
Days of September
Every figure below follows this range, except Places to save, which uses the whole month.
Headline figures, example data
Daily spend
Tap, hover or focus a bar for the day's figure. Use the arrow keys to move between days.
Spend by model and provider
By provider
By model
Cost per customer
Your top 10 customers by AI cost, set against what they pay you. Rows in red cost you more in AI than their plan brings in.
Margin is plan price minus AI cost.2
Features come from the feature header your app sends with each request.Internal features are not tied to a customer.
Places to save
Estimated, per month
Conservative estimates from September usage. Assumptions in note 3.
What we did not see
Prompts are never read
Tilwe reads billing and usage records: model, token counts, timestamps, key, and the customer and feature tags. It never sees prompts or model output.
Providers not connected
Spend on providers you did not connect, such as self-hosted models or a cloud marketplace bill, is not in these totals.
The last day may still move
Provider billing settles about a day late, so 30 Sep can change by a few dollars after this report.
Notes
- Example data. Larkspur Labs and every customer name are fictional. All figures are generated example data, kept internally consistent: every total on this page is the exact sum of its rows, in cents. Total spend is Tilwe's calculation from usage at list prices, so the tables add up to it.
- Median cost per customer is across all 47 paying customers with AI usage, not only the top 10.