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HealthcareDatabricks
Healthcare Provider Cuts Report Generation from Days to Minutes
Regional Healthcare NetworkHealthcare10 months8 engineers
01
The Challenge
Patient data was siloed across 12 hospitals in incompatible systems, report generation took 3–5 business days, and clinical staff had no access to real-time analytics, delaying critical care decisions.
02
Our Solution
Built a Databricks Lakehouse with Delta Lake as the foundation, creating a unified patient data platform ingesting feeds from all 12 hospitals. Implemented real-time dashboards and predictive ML models using MLflow, with HIPAA-compliant governance via Unity Catalog.
03
Results
Report generation: 3 days → 4 minutes
Unified data from 12 hospitals
HIPAA-compliant data governance
Predictive readmission models with 89% accuracy
Technologies Used
DatabricksDelta LakeApache SparkMLflowUnity Catalog
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