FHIR enables modern exchange, but healthcare organizations still need normalization, governance, identity and downstream usability.
FHIR enables modern exchange, but healthcare organizations still need normalization, governance, identity and downstream usability.
FHIR gives healthcare organizations a modern resource model and API approach for exchanging information. It is an important interoperability foundation—but successful data use continues after an API returns a response.
Different source systems can still represent concepts differently. Identity, terminology, normalization, quality, provenance and context determine whether exchanged information is useful downstream.
Instead of building every interface for one application, organizations can create reusable interoperability services and governed data products that support multiple clinical, operational, analytical and AI workflows.
Measure whether data reaches the right workflow, whether consumers understand it, whether quality is sufficient for the intended use and whether new connections become easier to implement over time.
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