FOCUSExplorer
Use cases
Read-only sample

FOCUS 1.0 billing data. Reference snapshots are dated on each page.

Verify accuracy of services charges across providers

In order to verify that the charges found in the FOCUS dataset match those of the providers invoices a FinOps Practitioner can aggregate cost data from providers per service for a billing period and compare it to individual service charges found inside invoices.

← Data Ingestion
Source
FOCUS MCP snapshot
FOCUS editions
v1.0, v1.1, v1.2
Queries
1
Mode
Read-only
Library snapshot (UTC)
2026-10-08

This query uses the Provider column. Provider is deprecated in v1.3 and will be removed in v1.4.

Personas
FinOps Practitioner
Capabilities
Data Ingestion
KPIs
Frequency of Data Updates, ETL Processing Time, Cost Visibility Delay
Loading sample results

Columns used

Column names from the source use case.

  • Provider Name
  • Billing Account ID
  • Billing Account Name
  • Billing Currency
  • Service Name
  • Billed Cost
  • Billing Period Start
  • Billing Period End
Read the source on focus.finops.org ↗