Industry & specialized ML
AWS HealthLake vs Azure Health Data Services
The Azure equivalent of AWS HealthLake is the FHIR service in Azure Health Data Services.
The older Azure API for FHIR was deprecated on September 30, 2026.
Side-by-side comparison
| Aspect | Amazon Web Services | Microsoft Azure |
|---|---|---|
| Service | AWS HealthLake | Azure Health Data Services |
| Lifecycle | Generally available | The older Azure API for FHIR was deprecated Sep 30, 2026. Use the FHIR service in Azure Health Data Services. |
| What it is | HIPAA-eligible FHIR R4 data store with integrated medical NLP, an agent that converts C-CDA/CSV to FHIR, and analytics integration. | FHIR service, DICOM service, and a de-identification service for PHI. |
| Pricing model | Data store hours, storage, and queries/NLP usage. | Structured storage, API requests, and per-service charges (FHIR, DICOM, de-identification). |
| Docs | AWS HealthLake docs | Azure Health Data Services docs |
| Pricing page | AWS HealthLake pricing | Azure Health Data Services pricing |
| Exams | — | — |
Key differences
- HealthLake is FHIR R4 with integrated medical NLP and a data-transformation AI agent (C-CDA/CSV → FHIR), and pairs with HealthImaging and HealthOmics.
- Azure Health Data Services bundles FHIR, DICOM (imaging), and a de-identification service, and supports SMART on FHIR.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Data store hours, storage, and queries/NLP usage. AWS HealthLake pricing →
- Azure
- Structured storage, API requests, and per-service charges (FHIR, DICOM, de-identification). Azure Health Data Services pricing →
FAQ
What is the Azure equivalent of AWS HealthLake?
The Azure equivalent of AWS HealthLake is the FHIR service in Azure Health Data Services. The older Azure API for FHIR was deprecated on September 30, 2026.
How does pricing compare between AWS HealthLake and Azure Health Data Services?
AWS: Data store hours, storage, and queries/NLP usage. Azure: Structured storage, API requests, and per-service charges (FHIR, DICOM, de-identification). Check the official pricing pages for current rates.