Healthcare · Top-10 US Health System
Unifying 21 data sources into a real-time, HIPAA-grade lakehouse
The Challenge
Twenty-one fragmented data sources meant 24-hour reporting latency and data scientists spending roughly 70% of their time wrangling data instead of building models.
Protected health information demanded strict governance, lineage, and de-identification across every pipeline.
Our Approach
Migrated to a unified lakehouse with streaming ingestion, cutting end-to-end latency to minutes while consolidating governance and lineage in one plane.
Applied differential privacy and automated PHI de-identification so analytics and ML could run on governed, compliant data by default.
“Our teams finally work from a single, trustworthy source of truth — and we can prove exactly how every number was derived, down to the patient-privacy controls.”
Capabilities Deployed
Illustrative engagement. The client is an anonymized industry archetype and figures reflect typical outcomes and published industry benchmarks.