Normalize

Stop translatingHL7 by hand.

Transform raw clinical data into actionable information by enriching records, standardizing terminology, and extracting insights from unstructured text. Every message lands clean, no matter what the source system speaks.

The problem

HL7v2 implementations vary by up to 20% per hospital.

Think of it like a universal power adapter. Your product has a specific plug, and every hospital is a foreign wall outlet. Just Connect is the adapter that makes the connection seamless, so the same code works everywhere.

  • HL7v2 to FHIR
  • CDA to FHIR
  • X12 to FHIR
  • DICOM to FHIR
  • Terminology mapping

Formats in, FHIR out.

Every legacy format is translated to HL7 FHIR R4 or Just Connect JSON for seamless downstream integration.

CapabilitySource formatTypical useJust Connect output
HL7v2 over MLLPADT, ORM, ORU, SIU, MDMReal-time feedsFHIR R4 Bundle or JSON data model
CDA / C-CDAClinical summaries, transitions of careDocument exchangeFHIR Composition + resources
X12270/271, 278, 837Eligibility, prior auth, claimsDa Vinci FHIR profiles
NCPDPPrescriptionsPharmacyMedicationRequest
DICOMImaging metadataRadiologyImagingStudy
FHIR (any version)Native APIsModern EHR accessFHIR R4 US Core
Primitives

Preparation that happens in-flight.

Data operations run on every message before it reaches you or the destination.

Translation sets

Mapped value sets from local codes to LOINC, SNOMED, RxNorm, and ICD-10, reusable across connections.

Config modifiers

Custom processing instructions per connection without forking your integration code.

EMPI identity

Patient identity matching keeps one record per person across every source system.

Enrichment

Fill gaps in demographics and terminology from trusted reference partners.

Unstructured text

Extract structured insights from notes and narrative fields before they land.

Validation

Profile validation against US Core so bad data fails loudly, upstream.

AI assistant suite

Turn payloads into plain language.

The Payload Summary Assistant, Log Summary Assistant, and Config Modifier Assistant explain any message, any failure, and any transformation directly in the dashboard.

  • Payload summaries
  • Log summaries
  • Config modifier suggestions
  • MCP server for your own agents

One format in your codebase. Every format in the world.

Normalize in-flight and stop maintaining parsers for every hospital.