Standards-based exchange (FHIR R4), legacy HL7 bridges, and consent-aware APIs—so care teams see the right data at the right time without another fragile point-to-point integration.

Make every system speak FHIR—without freezing your roadmap on one vendor’s toolkit

We stand up FHIR servers, map legacy feeds, and enforce patient consent and break-glass policies in the APIs your portals and apps already consume. The focus is operational reliability: predictable latency, audit trails, and operational playbooks when interfaces drift. Whether you are a health system modernizing the EMR edge or a SaaS vendor certifying integrations, we align IHE profiles, US Core where applicable, and your internal canonical model.

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FHIR Interoperability & Clinical Data Hub

01 // THE MANDATE

Standards-based exchange (FHIR R4), legacy HL7 bridges, and consent-aware APIs—so care teams see the right data at the right time without another fragile point-to-point integration.

We stand up FHIR servers, map legacy feeds, and enforce patient consent and break-glass policies in the APIs your portals and apps already consume. The focus is operational reliability: predictable latency, audit trails, and operational playbooks when interfaces drift.

Whether you are a health system modernizing the EMR edge or a SaaS vendor certifying integrations, we align IHE profiles, US Core where applicable, and your internal canonical model.

02 // ENGINEERING

Development process

Structured phases—from discovery to launch—with clear ownership and handoff points.

Assessment & use cases (weeks 1–4)

We prioritize clinical workflows, latency needs, and regulatory context. Integration inventory includes EMR, lab, imaging, and payer feeds. Deliverable: interoperability roadmap and interface specification set.

Canonical model & mappings (weeks 3–10)

We define internal canonical entities and FHIR profiles; build transforms with test harnesses on de-identified samples. Drift detection alerts when source systems change segments unexpectedly.

Interfaces & security (weeks 8–16)

OAuth/OIDC for workforce and patient contexts, scoped tokens, and break-glass with post-access review. Penetration testing covers both API and admin paths.

Operational readiness (weeks 14–20)

Runbooks for interface downtime, replay procedures, and vendor onboarding kits. Training for integration analysts and app teams.

Steady state

Interface governance board, quarterly profile reviews, and backlog for new resource types.

03 // CAPABILITIES

Core Capability Matrix

The building blocks of your solution

Capability 1

FHIR R4 resource store with versioning and provenance on critical resources.

Capability 2

HL7 v2 → FHIR pipelines with ACK/NACK handling, message replay, and dead-letter queues.

Capability 3

SMART on FHIR readiness for EHR launches and mobile patient apps.

Capability 4

Consent resources and policy enforcement at query time—not a bolt-on afterthought.

MPI strategy

probabilistic matching with human merge workflows and golden record rules.

Terminology

ICD/SNOMED/LOINC bindings with mapping tables and deprecation tracking.

Audit

who accessed which patient slice, with retention aligned to HIPAA and state rules.

Capability 8

Synthetic data environments for vendors without touching PHI.

04 // DELIVERY LIFECYCLE

The strategic roadmap

Milestones and checkpoints—each phase has a clear outcome before the next begins.

Milestone 01Delivery

Weeks 1–4: Discovery, data governance alignment, and pilot scope locked.

Milestone 02Delivery

Weeks 5–10: Core FHIR store, first two source interfaces, internal sandbox for app teams.

Milestone 03Delivery

Weeks 9–16: Consent enforcement, audit dashboards, SMART flows, and UAT with clinical stakeholders.

Milestone 04Delivery

Weeks 15–22: Production cutover waves by facility or app; hypercare window; documentation handover.

Milestone 05Delivery

Ongoing: Vendor certification support, annual security reviews, and spec upgrades (e.g. USCDI changes).

05 // PRODUCT SCOPING

Choosing your path

Two engagement models—start lean and iterate, or commit to a full platform build from day one.

MVP

Speed & essentialism

Phase 1
MVP: single patient context, limited resource types (Patient, Encounter, Observation, DocumentReference), one-way lab feed, basic consent flags, and read-heavy APIs for one portal. Excludes full MPI automation, imaging DICOM bridge, and multi-tenant SaaS isolation. Ideal for a focused clinical pilot with measurable time-to-result improvements.
Recommended

Full product

Enterprise maturity

All-in
Full hub: comprehensive resource coverage, bidirectional orders/results, imaging integration, enterprise MPI, multi-site rollout, and BAA-aligned operations with optional 24/7 interface monitoring.

06 // PARTNERSHIP

Why work together

A single accountable partner across strategy, build, and go-live—not a revolving door of vendors.

John Hambardzumian
Direct collaboration

End-to-end ownership: discovery, architecture, implementation, and launch—with clear communication and production-grade engineering.

  • Discovery & alignment
  • Systems that scale
  • Implementation depth
  • Clear comms

07 // CLARITY

Frequently asked

We recommend starting from hardened open-core or commercial FHIR stores when they match your SLA and customization needs; we extend with transforms, consent, and your operational tooling rather than reinventing base protocol behavior.

Ready to start?

Tell me about your product goals and timeline—I'll respond with a clear path forward.