Databricks Consulting
Build a Governed Lakehouse That Your Teams All Trust
FI Digital designs and deploys Databricks lakehouse platforms on Azure Australia East. Medallion architecture. Delta Lake. Unity Catalog for governance. MLflow for ML tracking. Databricks SQL for analyst querying. Production systems for financial services, healthcare, and resources clients. Australian data residency guaranteed.
Why Databricks for Australian Enterprise
The dominant lakehouse platform for organisations that need to combine data engineering, advanced analytics, and machine learning in a single governed environment.
Databricks has become the dominant lakehouse platform for Australian enterprises that need to combine large-scale data engineering, advanced analytics, and machine learning in a single governed environment. Its Delta Lake format brings ACID transactions and schema enforcement to data lake storage. Its Unity Catalog delivers centralised governance across all data assets.
Its MLflow integration provides experiment tracking, model versioning, and production model serving in the same platform your engineers use for data pipelines. FI Digital deploys Databricks on Azure Australia East, keeping your data in Australian infrastructure under Australian regulatory jurisdiction.
Our Databricks practice has delivered production platforms for financial services firms processing millions of transactions daily, healthcare organisations aggregating patient data across multiple providers, and resources companies building predictive maintenance models on equipment telemetry.
Millions of transactions processed daily through medallion pipelines. APRA-compliant audit trail on every record.
Patient data aggregated across multiple providers. Column-level PII security via Unity Catalog.
Equipment telemetry pipelines feeding predictive maintenance ML models. Edge-to-Gold in under 15 minutes.
What We Build on Databricks
Five capabilities — each a production discipline our engineers have delivered for Australian regulated clients.
Our Databricks Delivery Approach
Four phases from Platform Assessment to Handover. Initial dashboards are live by Week 8.
Frequently Asked Questions
Ready to build your governed lakehouse?
Start with a Databricks Platform Assessment. We audit your existing data landscape, design your Azure environment, and produce a Platform Design Document — before you commit to any engineering spend.