Healthcare AI · Agentic AI · Interoperability

Healthcare systems that understand, coordinate, and act.

Medfinch helps healthcare organizations transform fragmented data and manual workflows into connected, intelligent, AI-enabled healthcare platforms using FHIR, HL7, InterSystems and Agentic AI.

13+ Years Healthcare IT Experience
FHIR API & Interoperability Architecture
AI Agents, RAG & Workflow Automation
Healthcare Intelligence Orchestration
AI
FHIR EHR HL7
Claims Labs HIE
ConnectClinical + Administrative Data
UnderstandContext + Knowledge + Rules
ActAutomated Healthcare Workflows
Built for
Providers
Payers
Healthtech
HIEs
Digital Health
System Integrators
What Medfinch solves

Healthcare has enough data. The challenge is making it usable, interoperable and actionable.

We bridge clinical systems, healthcare standards, APIs, data platforms and AI so organizations can move from disconnected applications to coordinated digital healthcare operations.

Healthcare services

Specialist capabilities from architecture to production delivery.

Use Medfinch as an architecture partner, specialist engineering team, or delivery partner for healthcare transformation.

01

Healthcare AI & Agentic AI

Design intelligent healthcare workflows that reason across patient, operational and business context while preserving human oversight.

LLMsRAGAI AgentsGuardrailsHuman-in-the-loop
02
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FHIR & HL7 Engineering

FHIR APIs, healthcare data models, HL7 integrations and standards-based exchange architecture.

03
IR

InterSystems Consulting

IRIS for Health, HealthShare, ObjectScript, productions, DTL, interoperability and modernization.

04

EHR / HIE Integration

Connect EHRs, labs, imaging, claims, registries, patient apps and external partner ecosystems.

05

Healthcare Platform Modernization

Modern APIs, cloud-native architecture, Kubernetes, observability and scalable integration platforms.

06

Architecture & Governance

Solution architecture, API governance, consent, identity, security, auditability and technical roadmaps.

Agentic AI ideas

From assistants to coordinated healthcare agents.

The strongest healthcare AI systems do more than answer questions. They observe context, choose tools, coordinate tasks, request human approval when needed, and document every action.

Example workflow

Care Coordination Agent

Human governed

Watches patient events across EHR, labs, care plans and appointments; identifies gaps; drafts next-best actions; coordinates follow-up tasks; and escalates clinically significant issues to the care team.

1ObserveNew patient events
2ReasonContext + rules
3RecommendNext best action
4ExecuteWith approval
Potential valueReduce coordination burden and missed follow-ups.
Typical integrationsFHIR · EHR · Scheduling · Messaging · Labs

Patient 360 Agent

Builds a unified, explainable patient summary from longitudinal clinical information.

FHIR Mapping Agent

Assists with source-to-FHIR mapping, validation, transformation and implementation guidance.

Referral Management Agent

Tracks referral lifecycle, missing documentation, appointment status and closure loops.

Claims Workflow Agent

Classifies exceptions, summarizes context and routes administrative work to the right team.

Interoperability foundation

Connect the healthcare ecosystem without creating another silo.

Source systems
EHR / EMR
Labs & Imaging
Claims / Payer
Devices & Apps
Medfinch interoperability layer
FHIR APIs HL7 v2 CDA / CCDA IHE Identity / Consent Terminology Validation Transformation
Consumers
Clinical Apps
AI Agents
Analytics
Partner APIs
FHIR R4Resources, APIs, profiles, validation
HL7 v2.xADT, ORU, ORM and interface workflows
InterSystemsIRIS for Health, HealthShare, SDA, DTL
IHEPIX/PDQ, XDS/XCA and related patterns
Product vision

A healthcare intelligence layer for the workflows nobody wants to manage manually.

Medfinch can evolve from specialist services into a reusable healthcare AI platform: interoperable data ingestion, healthcare knowledge, agent orchestration, workflow automation, security controls and measurable outcomes.

01ConnectFHIR, HL7, APIs, documents and healthcare systems.
02NormalizeCreate structured, governed clinical and operational context.
03ReasonApply AI, rules, knowledge and policy constraints.
04OrchestrateCoordinate agents, humans, tasks and downstream systems.
05MeasureTrack accuracy, turnaround time, adoption and business outcomes.
ExperienceCopilots · Apps · Dashboards · APIs
Agent LayerClinical · Admin · Interop · Ops Agents
IntelligenceLLMs · RAG · Rules · Knowledge
InteroperabilityFHIR · HL7 · CDA · IHE · APIs
Healthcare DataEHR · Claims · Labs · Devices · Documents
Why Medfinch

Healthcare depth, architecture thinking and hands-on engineering.

01

Healthcare-first

Built around healthcare workflows, interoperability constraints and enterprise realities—not generic AI demos.

02

Standards-native

FHIR, HL7, CDA and IHE are treated as core design primitives from day one.

03

AI with controls

Guardrails, auditability, confidence handling, access controls and human approval are part of the architecture.

04

Flexible delivery

Advisory, architecture, specialist engineering, proof-of-concept, modernization or project delivery.

How we engage

Start small. Prove value. Scale deliberately.

01 Discover

Clarify workflow, data, systems, business objective and constraints.

02 Architect

Define target architecture, integration approach, AI controls and success metrics.

03 Pilot

Build a focused proof-of-value with measurable operational outcomes.

04 Scale

Productionize, observe, govern and expand across workflows or business units.

Build with Medfinch

Have a healthcare AI, FHIR or interoperability challenge?

Share the workflow, integration problem or product idea. We can help shape the architecture and turn it into a practical implementation plan.