
Hl7-to-fhir Data Conversion For A Top Us Health System
Enterprise-Scale FHIR Data Enablement for 6M+ Patients
Client
Our partner, a leading U.S. population health analytics platform, engaged SPsoft to enable a large-scale project related to EPIC healthcare data conversion into FHIR for one of the top-10 US health systems, covering over 6 million lives.
Location:
United States
Industry:
Healthcare
Project duration:
9 months and ongoing
Services
Healthcare Data Analytics, Healthcare Interoperability
Tech stack:
-
FHIR
-
Java
-
Airflow
-
Big Query
-
MirthConnect
Delivered value
- Historical data: A one-time extraction and conversion of 500+ million clinical records, ensuring full fidelity migration from legacy formats into FHIR.
- Live data: Ongoing, daily ingestion and transformation of over 500,000 HL7 messages per day.
- Message types: ADT_A01, ADT_A03, ADT_A04, ADT_A08, ADT_A16, ADT_A28, ADT_A31, ADT_A34, ADT_A40, DFT_P03, MDM_T02, MDM_T06, OML_O21, ORM_O01, OMP_O09, ORU_R01, PPR_PC1, RDE_O11, RDE_O25, VXU_V04, HISTORICAL, SIU_S12, SIU_S14, SIU_S15, SIU_S16, SIU_S26, BAR_P05.
- CDS integration: Normalized FHIR data enables downstream Clinical Decision Support (CDS) workflows via CDS Hooks and SMART-on-FHIR apps.
To enable this scale, SPsoft deployed its proprietary HL7-to-FHIR converter, a highly scalable, sophisticated, and production-proven enterprise-grade HL7 to FHIR converter that outperforms most market alternatives in flexibility, speed, and data fidelity.