How fast do budgets take effect?

Immediately at stream‑time via Shield (HTTP 402 on exceed).

How do we attribute spend?

Receipts include decision, tool/schema, and cost fields per call.

Yes. Analytics aggregates receipts and triggers alerts.

SOLUTION

Prevent overruns Hold budgets at stream‑time Audit actuals

Budgets set limits; ARIA Shield enforces stream caps; receipts capture actuals; Data Collector aggregates into dashboards and alerts.

How fast do budgets take effect? Immediately at stream‑time via Shield (HTTP 402 on exceed).
How do we attribute spend? Receipts include decision, tool/schema, and cost fields per call.
Can we alert on cap approaches? Yes. Analytics aggregates receipts and triggers alerts.