Fourier Health

What Fourier Health does

Fourier Health is an AI-native clinical data intelligence company founded in late 2023 by Christopher Lee (CEO, PhD from Harvard-MIT HST, ex-InfiniteMD COO) and James Lloyd (CTO, ex-Redox CTO and Epic engineer). The company's platform ingests unstructured clinical inputs including faxed PDFs, scanned documents, HL7 v2 messages, FHIR bundles, DICOM images, and CCDs from Health Information Exchanges, then runs them through a proprietary pipeline consisting of a two-stage classification system, hybrid multi-query retrieval with reranking, and agentic output generation that produces schema-aligned, cited clinical data (ICD-10, RxNorm, LOINC, SNOMED, FHIR). A clinician-in-the-loop verification layer reviews outputs before delivery, with the company reporting F1 scores of 0.94-0.98 per label class and 0.995 page-level recall.

The product portfolio has three components: Medical Record Intake & Data Extraction (ingest and structuring), Clinical Deliverables (specialty-specific summaries and decision support embedded in the EHR), and AI-Ready Data (REST API access to clinician-labeled datasets for AI training and research). The platform integrates natively with Epic, Cerner, Athena, and Meditech via SMART on FHIR, and is model-agnostic, supporting Claude, GPT, Med-PaLM, in-house, or custom RAG stacks. Named customers include Mayo Clinic, One Oncology, Tennessee Oncology, Summus, Inception, and Telemedica, with additional case studies covering community oncology networks, national fertility networks, academic medical centers, and cardiovascular value-based care organizations.

The business model combines an enterprise SaaS subscription for healthcare providers (quote-based, annual cadence, sized to record volume or patient population) with a data-monetization stream via the AI-Ready Data API. The company goes to market through direct enterprise sales targeting Chief AI Officers, VP Technology & Data, and clinical operations leadership, supported by case-study-driven content marketing and demo-request capture on the website. The company is headquartered in Miami, Florida (Fourier Health, Inc.), holds SOC 2 Type II and HIPAA certifications, and closed an $8.4M seed round in October 2025 led by Yosemite with participation from NextGen Venture Partners, Innospark Ventures, and Tau Ventures, plus earlier pre-seed backing from Lasagna, Myelin, and Despierta.

Name

Fourier Health

Legal name

Fourier Health, Inc.

Website

https://fourierhealth.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

Fourier Health is an AI-native platform that automates medical record intake for health systems, specialty networks, and AI/research partners by transforming unstructured clinical data into clinician-verified, schema-aligned outputs delivered natively via Epic, Cerner, Athena, and Meditech.

Ownership category

akta.pro rank

Product category

Healthcare Clinical Data Intelligence

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)

SIC

Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

FHIR/HL7 Data Repositories & Canonical Data Models (HLACAIAI)

akta.pro secondary industry

Terminology Services & Semantic Interoperability (SNOMED/LOINC/RxNorm mapping) (HLACABAJ)

Keywords

• Healthcare AI platform
• Medical records automation
• Clinical data intelligence
• EHR integration software
• Healthcare interoperability

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Clinical Intelligence Platform Subscription: SaaS subscription model for healthcare organizations accessing the clinical data intelligence platform. Pricing based on volume of records processed, patient volumes, or organizational size. Includes EHR integration, clinical deliverables, and ongoing support.
2. AI-Ready Data Solutions: Access to clinician-verified, de-identified datasets for AI model training and research. Revenue from labeled datasets, API access, and custom data feeds tailored to customer research and analytics requirements.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Fourier Health is an AI-powered healthcare data intelligence platform that automates medical record intake and transforms unstructured healthcare data (faxes, PDFs, HL7, FHIR) into structured, clinician-verified clinical intelligence. The platform integrates with major EHR systems (Epic, Cerner, Athena, Meditech) via SMART on FHIR, enabling health systems and specialty networks to convert fragmented inbound clinical documents into actionable data without manual abstraction.

Product overview

Fourier Health is an AI-powered healthcare data intelligence platform with a three-product architecture. The core offering consists of Medical Record Intake & Data Extraction (which automates ingestion, classification, and structuring of inbound clinical records), Clinical Deliverables (which generates specialty-specific summaries and decision support embedded in the EHR), and AI-Ready Data (which provides structured, clinician-verified datasets via API for AI model development and research). The platform bridges fragmented healthcare data (faxes, PDFs, HL7, scans, EHR fields) and delivers schema-aligned, cited outputs (ICD-10, RxNorm, LOINC, SNOMED, FHIR) with clinician-in-the-loop verification. It integrates natively with Epic, Cerner, Athena, Meditech, and supports SMART on FHIR deployment.

Differentiator

Problem solved

Functional benefit

Products and services

• Fourier Health Platform

Quantifiable outcome

• 98.7% reduction in records reviewed per patient
• +7 more outcomes

Named customers11 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability9 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core.

• EpiccoreTechnology or IntegrationNative EHR integration via SMART on FHIR. Fourier's clinical intelligence delivered directly within Epic workflows with no additional logins or workflow disruption. Epic is the largest EHR vendor in the US.
• CernercoreTechnology or IntegrationNative EHR integration via SMART on FHIR. Clinical deliverables embedded in Cerner workflows. Cerner is a leading EHR platform for health systems.
• AthenacoreTechnology or IntegrationNative EHR integration via SMART on FHIR. Clinical intelligence delivered natively within Athenahealth workflows.
• MeditechcoreTechnology or IntegrationNative EHR integration supporting Meditech platforms for clinical data delivery and workflow embedding.

Scale indicators13 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Commure: Healthcare AI infrastructure company offering ambient scribe, clinical summarization, and revenue cycle tools to health systems. Comparable enterprise GTM motion targeting large providers with a broader product portfolio; significantly larger and better capitalized, posing direct competition for enterprise AI clinical workflow budget.
• Augmedix: Clinical AI documentation company converting clinician-patient conversations into structured notes for health systems. Comparable technology stack (NLP + clinician review) and customer base (large health systems); Augmedix is more encounter-centric while Fourier handles diverse inbound record formats including faxes and HL7.
• Innovaccer: Healthcare data platform unifying clinical, claims, and social data to power AI applications for health systems. Directly comparable to Fourier's clinical intelligence layer thesis, with broader scope across value-based care, analytics, and provider/ payer workflows. Fourier's advisor Daniel Chaitow was formerly Chief Business Development Officer at Innovaccer.
• Abridge: AI platform for clinical conversation documentation and medical record summarization, deployed at large health systems including Mayo Clinic. Competes with Fourier on clinical summarization use cases, with a stronger ambient scribe orientation while Fourier focuses on inbound multi-format record intake.
• Suki AI: AI voice assistant for clinicians generating notes, codes, and summaries inside the EHR at enterprise health systems. Comparable enterprise health AI motion and EHR-native deployment; Suki focuses on clinician-dictated ambient documentation whereas Fourier focuses on inbound document automation.
• Datavant: Healthcare data connectivity company linking clinical and claims records across organizations for research, analytics, and AI. Comparable on the AI-ready clinical data thesis and API-first delivery; Datavant is more focused on de-identified data exchange at scale rather than real-time clinical summarization inside the EHR.
• Redox: Healthcare API and interoperability platform enabling data exchange between EHRs and applications. Directly comparable on the FHIR/HL7 integration layer; Fourier's CTO James Lloyd co-founded Redox. Redox focuses on connectivity plumbing while Fourier adds an AI structuring layer on top of the data.
• Nabla: AI clinical assistant generating clinical notes and summaries from patient encounters, with deep EHR integration. Comparable in clinical NLP accuracy and EHR-native delivery; Nabla focuses more on ambient encounter documentation while Fourier targets inbound multi-format record intake and specialty pre-visit summaries.

Emerging players

• Anterior: AI clinical reasoning platform that automates prior authorization, clinical documentation, and medical necessity review. Emerging player in the clinical AI workflow space with overlapping technology (LLM clinical reasoning) but different end use case (authorization vs. intake summarization).

Broad incumbents

• Health Catalyst: Public healthcare data and analytics platform serving health systems with data warehousing, analytics, and AI/ML applications. Broader incumbent in healthcare data infrastructure with deeper reach into enterprise reporting; less focused on the unstructured intake summarization layer where Fourier specializes.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/fourierhealth

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds2 records

Investors7 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Fourier Health