Architectural Data Flow: Ingestion to Discrete Write-Back
The enterprise integration architecture operates asynchronously: upon clinical chart closure or discharge in the EHR, an MDM or FHIR DocumentReference event triggers secure payload delivery to Health Coder. The engine extracts clinical entities, verifies NCCI compliance, and populates the patient encounter billing record.
Interoperability Standards: SMART on FHIR and HL7 v2
Health Coder supports modern FHIR R4 resources including Patient, Encounter, Condition, Procedure, and DocumentReference, alongside legacy HL7 v2 message types, ensuring backward compatibility with enterprise hospital infrastructure and ambulatory billing systems.
Zero Disruption to Physician Workflows
Physicians continue documenting patient encounters in their native EHR templates without changing workflows or learning new software interfaces. AI automation happens in the background, minimizing clinician burnout while maximizing coding turnaround speed.