InsuranceCase study · Australia

AI-powered regulatory summarisation for compliance

Duration: 7 months · Team size: 5–7 specialists

Get in touch

The challenge

A major insurer's compliance team manually reviewed hundreds of pages of regulatory text each week, including prudential standards and market and financial-crime guidance. Knowledge silos between departments, delays across audit cycles, and inconsistent legacy interpretations from past acquisitions created confusion and rework.

What we did

Developed an automated summarisation platform producing demonstrably faithful, version-controlled, audit-ready summaries of regulatory text, with governance built in from the start.

The outcome

Reduced compliance review time, increased accuracy and regulatory adherence, and established automated knowledge reuse across departments.

Cut hundreds of pages of weekly regulatory review down to fast, faithful, audit-ready summaries.

Databricks products used
Mosaic AI Foundation ModelsMLflowUnity CatalogAI Guardrails
Capabilities applied
Regulatory summarisationAudit-ready versioningCross-department knowledge reuseCompliance workflow design
Technical depth

Summarisation pipelines were built for defensibility first: version-controlled outputs, source traceability back to the regulatory text, and audit trails suited to a heavily regulated compliance function.