Use cases

Finance and engineering leadership

FinOps accountability

Spend is knowable in the console and unanswerable in a meeting — nobody can say which team, which change, which month.

CUR 2.0 normalised across every account, rolled up for dashboards and queryable at resource grain, with provisional months labelled as provisional.

One schema across every account

We re-host your CUR into normalised Parquet rather than querying your bucket in place. That buys one schema across tenants, controlled Athena scan costs, and keeps your bucket lifecycle off the critical path.

Restatements correct history instead of doubling it

Ingestion is keyed on billing period. When a manifest changes, the period is re-ingested and the partition replaced — never appended — and affected rollups recompute. A restated month reads as corrected, not as double-counted.

Savings appear next to risk, and the tie-break is yours

Cost findings and security findings compete for the same attention. An organisation-level profile decides which wins when they conflict, so the ranked list reflects your priorities rather than ours.

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