Core clinical engineering and protocols for Bridging HL7 v2 to Modern FHIR.
While modern health-tech startups build exclusively with RESTful JSON FHIR APIs, over 95% of operational hospital systems worldwide communicate internally via legacy HL7 v2 pipe-delimited text messages transmitted over raw TCP sockets (MLLP). Any medical software system that cannot ingest HL7 v2 cannot be deployed in mainstream hospitals.
SaMDSystem embeds a high-throughput transformation engine that ingests raw MLLP streams, normalizes custom hospital field delimiters, maps local lab identifiers to standardized LOINC (Logical Observation Identifiers Names and Codes) and SNOMED-CT codes, and outputs validated, structured FHIR v5.0 JSON bundles with sub-millisecond translation overhead.