AI track· 1–2 weeks
AI Spend Monitoring
See every AI dollar by feature, model and customer.
AI API spend is the fastest-growing line on most startups' books and the least visible. Most teams can say what the bill was, not which feature, model or customer caused it. We install the tracing, attribute every token, and hand you a dashboard, alerts and a ranked list of leaks with what each is costing you.
What we do
- Install tracing in your app (Langfuse or Helicone)
- Attribute cost per feature, model and customer
- Stand up a dashboard with anomaly and budget alerts
- Hand you a ranked list of your biggest token leaks
What we look at
- Attribution
- Tracing per feature, prompt, model and customer, so every dollar on the invoice has a name against it.
- Dashboard
- Spend by day, feature and model, plus cost per 1,000 requests, in a dashboard your team keeps.
- Alerts
- Anomaly and budget thresholds that reach a human before the month closes, not after.
- Leak report
- The top token leaks ranked by dollars, with the fix and the expected saving for each.
What you get
- A dashboard you keep, running in your own account
- Anomaly and budget alerts
- The ranked leak report
- A 30-minute walkthrough
Access we need
- A short integration in your app to emit traces, shipped as a pull request you review
- Provider usage exports, or read-only API keys, for reconciliation
- Anthropic and OpenAI first; any metered model API (embeddings, image, speech) on request
We never retain customer data, and access is revoked when the work is delivered. See our privacy policy.
Free Cost Leak Scan
Find out what your bill is leaking.
Forty-eight hours, read-only access, and a ranked list of what you're overpaying for. No obligation.