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FHIR Bulk Data Export: Enabling GDPR Compliance and Versatile Data Portability

FHIR Bulk Data Export

May 21, 2026

Summary

This feature enables data export at the system, group (cohort), and individual patient levels. This capability facilitates compliance with GDPR/DSAR requirements while supporting vendor-to-vendor data migration and advanced analytics pipeline construction.

Details

The bulk data export functionality extends standard FHIR access patterns by allowing data extraction across three scopes: the entire system, defined cohorts (Group resources), or specific patient records. This is crucial for compliance, as it provides a built-in path for GDPR Articles 15 and 20, eliminating the need for custom exporters or manually maintained resource lists. Technically, an asynchronous POST request to the $export endpoint initiates the process. The data is outputted in NDJSON format to object storage. This mechanism ensures that all exports adhere to the requesting identity's authorized scope (rule chain), maintaining security and auditability comparable to regular FHIR reads. Furthermore, system-level exports enable true vendor-neutral data portability, allowing a full dataset to move between different FHIR R4 servers regardless of the cloud or operating model. The output format is optimized for analytics tools like BigQuery and Snowflake. The functionality also supports incremental exports via `_since`, ensuring that downstream data warehouses remain synchronized without re-exporting massive datasets repeatedly. This comprehensive approach targets engineers building complex analytics pipelines, integration architects managing system migrations, and Data Protection Officers handling regulatory requests.

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