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National Health Insurer: Databricks Lakehouse for IFRS 17

Group-wide actuarial, claims and finance data unified on Databricks with Unity Catalog governance, MLflow for reserving models, IFRS 17 disclosure-ready dashboards. 8× faster financial close.

The challenge

A national health insurer was running actuarial, claims and finance on three disconnected estates: Oracle OBIEE for finance, a legacy SAS warehouse for actuarial, and SQL Server for claims analytics. IFRS 17 disclosure required a single source of truth and a unified data model — the legacy stack could not produce the new disclosures on time.

What we delivered

  • 01
    Databricks lakehouse on AWS with Unity Catalog as the single governance plane.
  • 02
    Delta Live Tables medallion (Bronze / Silver / Gold) ingesting claims, policy and finance data via Fivetran and Debezium CDC.
  • 03
    MLflow-tracked reserving models with challenger frameworks, A/B against the SAS baseline.
  • 04
    IFRS 17 disclosure model in dbt with full lineage into Unity Catalog.
  • 05
    Power BI + Databricks SQL front-end for finance, actuarial and audit.

Outcomes

  • 8× faster Financial close cycle time.
  • 100% IFRS 17 disclosure evidence in Unity Catalog.
  • 62% Lower actuarial compute spend vs SAS.
  • Zero Findings in the post-implementation audit.
“ByteWave shipped a lakehouse that finance, actuarial and audit all signed off on — first time in our history.”

— Group CFO, National Health Insurer