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GCP Cost Attribution

GCP billing attribution, without writing BigQuery queries

FinOpsVyn ingests your GCP Billing Export from BigQuery and attributes every charge — Compute Engine, GKE, Cloud Run, BigQuery, Cloud Storage — to the team responsible. Resource labels resolve first. Terraform state and GitHub CODEOWNERS fill the gaps. Committed Use Discount utilization is surfaced per team, not just at the billing account level. FinOpsVyn does not modify any GCP resource.

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What FinOpsVyn does for GCP

From BigQuery export to attributed team dashboards

GCP billing exports are detailed but hard to query for non-analysts. FinOpsVyn transforms BigQuery billing data into team-scoped cost views — no SQL required.

BigQuery billing export ingestion

Connect FinOpsVyn to your GCP Billing Export dataset. We pull detailed billing data including project, service, SKU, resource labels, and usage amounts — without requiring you to write queries.

Resource label attribution

For labeled GCP resources (Compute Engine, GKE, Cloud Run, BigQuery), FinOpsVyn reads your team or cost-center labels directly. For unlabeled resources, Terraform state and GitHub CODEOWNERS fill the gaps.

Multi-project rollup

If your org uses multiple GCP projects, FinOpsVyn aggregates across projects into a single attribution view. Teams that use resources across multiple projects see a consolidated cost picture.

Committed Use Discount utilization per team

GCP CUDs apply at the billing account level, but their benefit is unevenly distributed across teams. FinOpsVyn shows which teams consistently hit the committed CPU/memory thresholds and which run below commitment — surfacing whether a 1-year or 3-year CUD is well-matched to each workload's actual consumption pattern. Recommendations are team-scoped, not just account-level averages. FinOpsVyn surfaces the data; CUD purchase decisions remain with your finance and platform teams.

Setup in 4 steps

Connect BigQuery to attribution in under an hour

  1. 01

    Enable GCP Billing Export

    If not already enabled, turn on detailed billing export to BigQuery in your GCP Billing console. FinOpsVyn needs the export dataset name and project ID.

  2. 02

    Grant BigQuery read access

    Create a GCP service account with BigQuery Data Viewer and Job User roles on the billing export dataset. Download the JSON key and paste it into FinOpsVyn. Read-only. No billing API write access needed.

  3. 03

    Link Terraform and GitHub

    Connect your Terraform state (GCS backend or Terraform Cloud) and GitHub org. FinOpsVyn uses these to fill attribution gaps where GCP labels are missing.

  4. 04

    Attribution populates

    FinOpsVyn processes your billing history and generates team-scoped cost views. Anomaly detection activates. Slack digest starts on the next weekly cadence.

Start attributing your GCP costs

BigQuery export to team attribution — no SQL, no scripts, no agents in your environment.

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