




Evaluate source systems (EHRs, LIS, RIS) and data formats — HL7 v2, CDA, existing FHIR APIs — to define integration scope.
Define resource models (Patient, Observation, Encounter), API contracts, authorization flows, and interoperability workflows.
Develop FHIR R4/R5 APIs, HL7 v2 transformation logic, and middleware layers with error handling and retry mechanisms.
Perform FHIR conformance validation and integration testing with EHR sandboxes — Epic, Cerner — including rate-limit simulation.
Deploy with structured logging, performance monitoring, audit trails, and ongoing optimization for production workloads.