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Consulting

Healthcare-integration consulting from the team that writes the parsers.

We work with US labs, providers, and health-tech vendors on the integration work that has to be right the first time — ingesting an HL7 v2 feed, fielding X12 eligibility, posting an 835 remittance, reading a C-CDA on referral, decoding a DICOM study, handling a Surescripts ePrescribing round-trip, or wiring a FHIR client to a payer API. Spec-grounded, PHI-safe, and honest about what is and is not solved.

The work

The integration work an engagement actually delivers.

Concrete transactions across the standards the open-source suite covers, shown as the spec actually on the wire — not a capability deck. Every engagement starts from what a real message looks like.

HL7 v2 · MLLP

Ingest an HL7 v2 feed reliably

Receive ADT, ORU, or ORM messages over MLLP from an EHR, lab, or upstream interface engine — parsed leniently, never silently dropped, acknowledged correctly, and routed downstream.

HL7 v2 · MLLP
MSH|^~\&|EPIC|MERCYGEN|CLOVERLEAF|MERCYGEN|20240117093000||ADT^A01|MSG00001|P|2.5.1
EVN|A01|20240117093000
PID|1||MRN0012345^^^MERCYGEN^MR||DOE^JANE^Q||19800101|F

X12 270/271 · X12 835

Field eligibility and post remittance

Respond to 270 eligibility requests in time and post 835 remittances to AR — claim-status, segment-level error reporting, and payer-quirk handling included.

X12 270/271 · X12 835
ISA*00*          *00*          *ZZ*AETNA          *ZZ*MERCYGEN       *240117*0930*^*00501*000000001*0*P*:~
ST*835*0001~
BPR*C*1250.00*C*ACH*CCP*01*011000015*DA*0000123456*1512345678~

C-CDA R2.1

Read a C-CDA on referral

Extract the clinically relevant facts from a referral or transition-of-care document — problems, medications, allergies, recent vitals — into a typed model your downstream code can trust.

C-CDA R2.1
<section>
  <templateId root="2.16.840.1.113883.10.20.22.2.5.1"/>
  <code code="11450-4" codeSystem="2.16.840.1.113883.6.1"
        displayName="Problem List"/>
</section>

DICOM Part 10

Decode a DICOM study and route it

Parse the metadata, identify the SOP class, route the study to the right destination, and de-identify before anything leaves the boundary — without pulling in a 50 MB SDK.

DICOM Part 10
(0008,0016) UI SOPClassUID  1.2.840.10008.5.1.4.1.1.2  # CT Image Storage
(0008,0060) CS Modality     CT
(0010,0020) LO PatientID     ANON-0012345

NCPDP SCRIPT

Handle Surescripts ePrescribing

NewRx and RxChange round-trips with a pharmacy or PBM — the XML envelope, the structured SIG, the prescriber/pharmacy NCPDP IDs, and the SCRIPT error semantics.

NCPDP SCRIPT
<Message version="2017071" xmlns="http://www.ncpdp.org/schema/SCRIPT">
  <Body><NewRx><MedicationPrescribed>
    <DrugDescription>Amoxicillin 500 MG Oral Capsule</DrugDescription>
  </MedicationPrescribed></NewRx></Body>
</Message>

FHIR R4 · CMS-0057-F

Wire a FHIR client to a payer API

Implement the Prior-Authorization, Patient Access, or Provider Access API surfaces against a payer FHIR endpoint — US Core conformance, OperationOutcome error handling, and the right resource shapes.

FHIR R4 · CMS-0057-F
{
  "resourceType": "Coverage",
  "status": "active",
  "subscriberId": "SUB0012345",
  "payor": [{ "reference": "Organization/aetna" }]
}

Who we work with

US labs, providers, and health-tech vendors.

US labs

Reference, hospital, and specialty labs that need LIS interop, results delivery to ordering providers, and clean ordering and billing pathways.

Providers

Hospitals, clinics, and ambulatory practices that need EHR integrations to ship correctly — claims, eligibility, referrals, results, and prescribing.

Health-tech vendors

Companies whose product exchanges clinical data with EHRs, payers, registries, or labs — and need their interop work to be spec-clean and PHI-safe by default.

Engagement model

How an engagement runs.

A bounded discovery call, a written scope, an implementation that ships as a pull request you own, and an optional retainer for the parts that compound.

Step 1

Discovery call

A 30-minute working call. What you have, what has to come out the other side, the spec actually on the wire, and whether cosyte is the right fit. Free.

Step 2

Scoped engagement

A written scope — deliverables, acceptance criteria, calendar bounds, fixed price — that we both sign before any code is cut. BAA executed before any PHI touches our environment.

Step 3

Implementation

Code, fixtures, and tests written against the actual spec. PHI-safe by construction. Delivered as a reviewable pull request into your repository, not a black box hand-off.

Step 4

Hand-off or retainer

Hand-off documentation plus, optionally, a retainer for the parts that compound — runtime support, a new transaction set, the next payer your team takes on.

Regulatory context

The standards landscape, dated and honest.

Three rule and program names a US healthcare-integration buyer's compliance team will already recognise — flagged as context, not as a reason to panic.

CMS-0057-F

Compliance dates begin January 1, 2027

The CMS Interoperability and Prior Authorization final rule (finalized January 2024) requires impacted payers — Medicare Advantage, Medicaid managed care, CHIP managed care, and QHP issuers on federally facilitated exchanges — to stand up FHIR-based Prior-Authorization, Patient Access, Provider Access, and Payer-to-Payer APIs.

Why it matters — If your product exchanges prior-auth or member data with a US payer in 2027, a conformant FHIR API surface stops being optional. The engineering work is now, not in Q4 2026.

TEFCA

Operational since 2023

The Trusted Exchange Framework and Common Agreement is the national-scale clinical-data exchange built on top of designated Qualified Health Information Networks (QHINs). Multiple QHINs are carrying production traffic, with FHIR-based exchange rolling in alongside the existing IHE document-based flows.

Why it matters — TEFCA participation — directly as a QHIN participant or indirectly through a QHIN sub-participant — is increasingly the default way to reach a broad provider network without standing up dozens of point-to-point integrations.

HTI-2 (proposed)

NPRM issued 2024; finalization in process

ONC's HTI-2 proposed rule continues to extend EHR certification — public-health reporting modules, USCDI version progression, additional FHIR API capabilities, and decision-support requirements.

Why it matters — Each certified EHR your product or organisation integrates with continues to surface more standardised FHIR endpoints. The integrations you build against those endpoints today get more reusable, not less, as certification widens.

FAQ

Questions a buyer's team asks before signing.

  • Do you work fixed-price or time-and-materials?
    Fixed scope, fixed price, with milestones — that is the default once the scope is written. Time-and-materials only for an explicitly bounded discovery phase before a scope exists.
  • Do you sign a BAA?
    Yes. A Business Associate Agreement is executed before any protected health information touches our environment. Fixtures and reproductions use synthetic data only.
  • Can you work with our existing engine — Mirth, Rhapsody, or Cloverleaf?
    Yes. We have built and maintained channels in all three. An engagement can extend what's already running, ship a parallel path, or replace a piece — whichever serves the integration best.
  • How does our code stay our code?
    The implementation lands as a pull request into your repository, owned by you, under your license. Reusable primitives that emerge from the work may land back in the open-source @cosyte/* parsers; nothing client-specific does.
  • Do you take engagements outside the United States?
    US-first, because the standards and the regulatory surface are where we have the deepest reps. Non-US engagements are considered case by case — HL7 v2, FHIR, X12, C-CDA, DICOM, and NCPDP travel; jurisdictional knowledge does not, and we will say so.
  • How fast can you start?
    A discovery call within a few days. A signed scope within a week or two of that, once the work is bounded. Implementation kickoff after the scope is signed and the BAA is in place.

Have a healthcare-data integration to ship?

Tell us what's on the wire and what has to come out the other side. We read the spec, write the code, and stay honest about what's solved.