AI Cost Monitoring and attribution that finance trusts.
AI invoices arrive faster than anyone can explain them. stackcontrolai meters every call in real time, attributes spend to the team, app, feature, and prompt — and enforces budgets and hard caps before the next surprise.
- SOC 2 Type II
- ISO 27001 ready
- EU AI Act aligned
- SaaS · VPC · self-host
Provider invoices land mid-month with no team-level breakdown.
There is no kill-switch when a runaway loop burns the monthly budget by noon.
FinOps wants chargeback; nobody has the data to produce it.
What ships with AI Cost Monitoring.
Per-prompt attribution
Tokens and dollars tagged to team, app, feature, and prompt id.
Budgets & alerts
Soft and hard caps with alerts to Slack, PagerDuty, and email.
Caching + compression
Automatic prompt caching and compression with savings per route.
Cheaper-model suggestions
Per-route recommendations with quality deltas, not vibes.
Chargeback exports
FinOps-ready CSV, Snowflake, and BigQuery exports per cost center.
Hard caps in policy
Budget overrun blocks calls — declared in the same DSL as RBAC.
How granular is attribution?expand
Every call carries the team, app, feature, route, prompt id, and user where available. Spend rolls up cleanly to any of those dimensions and exports to your warehouse for joins with revenue data.
Can we enforce hard caps, not just alerts?expand
Yes. Hard caps are policy: when a team or app exceeds its budget, subsequent calls are blocked at the router with a clear error, before the provider is hit.
Do you support showback and chargeback?expand
Both. Showback dashboards are built in; chargeback exports run on a schedule to CSV, Snowflake, BigQuery, or your FinOps platform with stable cost-center mapping.
How do you actually reduce spend?expand
Three levers: prompt caching where outputs are stable, prompt compression on long contexts, and per-route cheaper-model suggestions backed by eval scores. Savings are reported per route, not as a single global number.
Run ai cost monitoring in your stack.
One control plane your security, finance, and platform teams already trust. Live console, no signup.