From Raw, Siloed Data to a Governed, ML-Ready Foundation.
Your AI initiatives are only as good as your data. Vorro's Bronze → Silver → Gold data lake architecture ensures your AI gets clean, normalized, governed data — not garbage.
Bronze → Silver → Gold Architecture
Raw Ingest
HL7, FHIR, and EDI ingestion from EHRs, payers, labs, and clearinghouses. Unmodified source data preserved for reprocessing. Supports Azure Data Lake, AWS S3, GCP Storage, and on-prem.
Cleansed & Normalized
Patient deduplication via Master Patient Index (MPI). ICD-10, SNOMED CT, LOINC, RxNorm, and NDC terminology normalization. FHIR R4 standardization with PII/PHI governance tagging.
Analytics & AI Ready
Feature store integration for ML model training. FHIR to tabular format for Azure ML, SageMaker, and Databricks. Pre-built datasets for claims, clinical, pharmacy, and ADT.
Deploy & Monitor
Real-time scoring pipelines for clinical risk models. Data quality SLAs with automated alerting. Model drift monitoring and lineage-linked retraining triggers.
