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