A finance view of AI spend.
Eight views on one ledger. Billed and estimated are never mixed.
Areas
What's in the app.
Overview
Spend, cost per request and freshness, billed apart from estimated.
Analytics
Trends and breakdowns by provider, model, feature and project.
Usage Explorer
Request-level rows with filters, grouping and CSV export.
Customers & Teams
Cost per customer and margin after AI when revenue is connected.
Model Intelligence
Versioned prices with sources and comparisons on your token mix.
Forecasting
p10 to p90 ranges, scenarios and sensitivity.
Budgets & Alerts
Monthly limits on any scope with threshold alerts.
AI Analyst
Plain-language questions, answers with cited tool calls.
Principles
How the numbers stay honest.
- Billing is the total
- Provider billing sets each day's spend. Request data explains it and is never added on top.
- Estimates are labelled
- Days not billed yet are priced from usage and marked as estimates everywhere.
- Unattributed stays visible
- Spend with no customer or feature is shown, not spread across others.