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STELLAR AI Lab
Banking

Governed cloud data platform for a regional bank

Regional bank · Banking

Data platform

Migration from an on-premise warehouse to Google Cloud with lineage, access controls and audit trails accepted by the internal audit team.

Challenge

Nightly batch loads took eleven hours, regulatory reports were assembled by hand, and nobody could say with certainty where a number came from.

Solution

We designed a layered platform on BigQuery with dbt for transformations, Fivetran for ingestion and column-level lineage exposed to auditors. Sensitive fields are masked by policy and every access is logged.

  • Data contracts for the 40 most critical tables
  • Regulatory reports rebuilt as versioned, tested pipelines
  • Self-service analytics in Sigma for business teams

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