F
fleming
Fleming is now in Early Access — get structured health data from any document. Request access →

Turn health documents into structured data.

Parse complex health documents into AI-ready, easily queryable data, with guaranteed accuracy and built-in compliance.

Get early access Request a demo
BIOMARKER
HbA1c 7.4%
LOINC 4548-4
LOCATION
Mount Sinai Labs
NYC, NY
DISEASE
I50.32
Chronic diastolic HF
LAB TEST
eGFR 61 mL/min
CKD-EPI 2021
PRESCRIPTION
Metformin 500 mg BID
RxNorm 860975
ALLERGY
Penicillin
SNOMED 294505008
BIOMARKER
signal
LDL-C 142 mg/dL
LOINC 13457-7
VITAL TREND
signal
SpO2 / HR trend
8h rolling window
DIAGNOSIS
E11.9
Type 2 diabetes mellitus
LAB PANEL
CMP + Lipid Panel
Collected 2026-04-17

Health companies process thousands of pages every day, but data is hard to use.

Product

Extract all data from
health documents.

A plug-and-play API that is the foundation of your health data pipeline.

diagnosis
table
Analyzing layout

Everything you need

One platform for extraction, validation, and automation.

Layout-aware extraction

Keeps structure from dense clinical tables, handwritten notes, and low-quality scans.

Multilingual parsing

Parses health documents across 50+ languages through one consistent API.

LLM and RAG optimized

Outputs embedding-ready chunks with rich metadata for retrieval and downstream AI.

Robust OCR fallback

Handles fax artifacts, skewed scans, and difficult handwriting with multi-pass OCR.

Production security

Built for regulated workflows with auditing, controls, and deployment flexibility.

Workflow automation

Trigger webhooks and route structured data into EHR, billing, and analytics systems.

Use cases

Different use cases,
same solution.

Whether you are a clinic, a research lab, or an insurance company,
health documents are a pain to handle.

Try your own →
Use cases

Health Tech

Parse patient intake forms, referral letters, and clinical notes to power your AI copilot. Fleming gives you clean, structured data your models can actually use—without weeks of preprocessing.

  • EHR integrations
  • Ambient documentation
  • Clinical NLP pipelines
Get started
// Patient intake → structured
chief_complaint“chest pain, 3 days”
vitals.bp“138/88 mmHg”
allergies[“penicillin”]
urgency_score8/10
How it works

Built to read everything, even
clinicians' handwriting.

A three-stage pipeline combining OCR, specialized vision, and agentic AI—transforming messy health documents into structured, validated data.

Multi-pass OCR ingestion

Reads printed and handwritten content with full geometry preserved—handling fax artifacts, skewed scans, and degraded documents that break standard tools.

Specialized vision models

Domain-trained vision models detect tables, stamps, headers, and clinical entities beyond what plain text recognition captures.

Agentic AI validation

Self-correcting reconciliation loops resolve ambiguous fields and produce typed, confidence-scored structured outputs ready for any downstream system.

Pricing

Simple, transparent pricing.

Start free, scale as you grow.

Standard

Pay-as-you-go for early-stage teams

FreeUp to your first 1,000 pages
Get started

CORE FUNCTIONALITY

  • Parse API
  • Extract API
  • Structure API
  • 400+ file formats
  • Handwriting & OCR
  • Standard rate limits
  • Community support
  • No page limits (pay-per-use)

Then, $0.02 per page after first 1,000.

Most Popular

Growth

Built for scaling teams

Custom pricing
Contact sales →

EVERYTHING IN STANDARD, PLUS:

  • Volume discounts
  • Zero data retention agreement
  • Business Associate Agreement
  • Priority rate limits
  • Priority Slack & email support
  • EU / US data residency
  • Unlimited team seats
  • Studio evaluations

Enterprise

Built for full control & custom needs

Custom pricing
Contact sales →

EVERYTHING IN GROWTH, PLUS:

  • VPC and on-prem deployment
  • Custom MSA
  • Custom SLA
  • Custom rate limits & throughput
  • Custom processing pipelines
  • Dedicated on-call support
  • Role-based access control
  • SSO and SAML authentication
Enterprise

Enterprise-ready

From security to scale, Fleming is built for the demands of production healthcare AI.

Contact sales
99.9%+ uptime

Battle-tested infrastructure built for production healthcare workloads at any scale.

Dedicated support & SLAs

Hands-on implementation support, custom SLAs, and a dedicated solutions engineer.

HIPAA & SOC 2 compliant

Enterprise-grade security certified for sensitive and regulated health data. BAA available.

Deploy in your environment

Run Fleming entirely on your own infrastructure—VPC, on-prem, or private cloud—for maximum data residency.

Certifications:HIPAASOC 2 Type IIBAA ReadyOn-prem available
FAQ

Questions,
answered.

Can't find what you're looking for? Reach out to our team directly.

Get early access →
Get started

Start parsing health data
in minutes.

Join health tech teams, digital clinics, and insurers already using Fleming to unlock their clinical documents.

Request early access Schedule a demo
quickstart.ts
import Fleming from "@fleminghealth/sdk"
const result = await Fleming.parse({
file: "discharge_summary.pdf",
schema: "FHIR_R4",
});
// → { patient: {...}, diagnoses: [...]