Healthcare Integration Services
Connecting a feed is a week of work. Keeping forty of them trustworthy for three years, through vendor upgrades and payer format changes, is the actual job.
DAX builds and operates that layer inside your environment — so the interfaces, the mappings, and the data they carry belong to you.
Three source families, one integration layer
Clinical & EHR sources
HL7 v2 · FHIR R4 · C-CDA · vendor APIs
EHR extraction and clinical terminology normalization.
Read morePayer & claims sources
837P · 837I · 835 · 834 · 270/271 · CCLF
X12 parsing and cross-payer claims normalization.
Read moreHospital event sources
HL7 v2 ADT · HIE feeds
Real-time event ingestion and routing into care workflows.
Read moreWhat keeps an interface trustworthy
Interface build & transport
MLLP listeners, SFTP, REST and SOAP clients, and cloud object storage — with credential rotation, connection retry, and durable raw capture so nothing is lost while a source is unreachable.
Versioned mapping & transformation
Source-to-target mapping held in code and reviewed like code. When a payer changes a field or a vendor upgrades, the change is a diff somebody approved — not a mystery that surfaces in a board report.
Pipeline orchestration
Scheduled and event-driven jobs with dependency awareness, automatic retry, failure isolation so one bad feed does not stall the rest, and run history you can trace back through.
Per-feed monitoring
Latency and volume tracked per source and sending facility, alerting when a feed goes quiet rather than when someone notices a number looks wrong, and SLA reporting on the interfaces that matter.
Replay & reprocessing
Raw messages and files are retained, so a logic change reprocesses history instead of applying only going forward. This is what makes a definition fix retroactive.
Exchange network connectivity
Regional and state HIEs, national notification networks, and exchange frameworks including Carequality, CommonWell, and eHealth Exchange — subject to your participation agreements.
Patient identity resolution and data quality frameworks sit one layer up, in the warehouse build, because they operate across every source at once rather than per-interface.
EHR-agnostic, and honest about it
If a system can emit HL7 v2, FHIR, C-CDA, or a scheduled extract, we can integrate it. That covers essentially every ambulatory, acute, post-acute, and behavioral health EHR on the market — a deliberately boring claim, because the standards are the standards.
Our team has direct hands-on experience with several of the major ambulatory and acute systems, listed on the clinical integration page. For a system we have not worked with before, the engineering is identical and the unknown is the vendor's interface process — so we scope that explicitly instead of pretending it does not exist.
The interfaces are yours too
- Mapping and transformation code
- Orchestration and scheduling
- Monitoring and alerting
- Credentials and connections
- Interface documentation
- Raw message and file archive
Send us your interface list.
Which systems, which formats, and which ones are currently held together by a scheduled task nobody wants to touch. That is usually enough to scope the integration work.