Commercial clarity
Understand which accounts are profitable and which need pricing or usage guardrails.
Opsmeter.io
AI Cost & Inference Control
Tenant cost attribution
Track AI cost by tenant
Provider totals cannot answer which customer segment is consuming margin. Tenant attribution makes cost ownership commercially actionable.
Where teams usually miss visibility
Without tenant-level spend context, teams cannot separate healthy growth from unprofitable usage concentration.
Abuse detection
Spot abnormal tenant usage spikes before they trigger invoice shock.
Budget ownership
Route spend decisions to account owners with tenant evidence attached.
How Opsmeter tracks this dimension
Send tenant identifiers on every request
Attach tenant keys consistently across endpoint and workflow calls.
Group spend by account in one schema
Opsmeter rolls request-level telemetry into tenant cost views and trends.
Investigate concentration and drift
Review tenant concentration, unknown share, and cost-per-user deltas.
Tenant concentration snapshot
| Dimension row | Metric | Context |
|---|---|---|
| tenant: enterprise-alpha | $2,480 / month | High-value account with stable cost/request. |
| tenant: growth-beta | +67% week-over-week | Rapid usage jump requiring ownership review. |
| unknown tenant traffic | 6.2% of spend | Missing attribution keys to resolve quickly. |
Operationalize this attribution model
Start with one endpoint, then expand attribution coverage by tenant, user, and workflow.