Understand your health data. Instantly.
Upload your unstructured medical reports and blood tests. We'll automatically extract, structure, and make them queryable for you and your AI agents.
Medical data is trapped in messy documents.
For decades, patient records have been locked inside scanned PDFs, faxes, and unreadable formats. AI agents cannot safely or deterministically read this data without a dedicated parsing layer.
DOB: 01/01/1980
HEMOGLOBIN... 14.2 g/dL (Ref: 13.8-17.2)
CHOLESTEROL .... 210 mg/dL *HIGH*
[ SCANNED DOC 48592 - UNREADABLE ]
const HealthData = {
"patient_id": "usr_8f2a",
"observations": [
{
"name": "Cholesterol",
"value": 210,
"flag": "high"
}
]
}Structured JSON schemas.
HealthLayer instantly digitizes these documents using advanced Vision OCR, converting unreadable faxes into deterministic, beautifully typed JSON that your RAG pipeline or MCP agent can instantly ingest.
Everything you need to build health apps.
From messy PDFs to structured, agent-ready JSON in seconds.
Simple Upload
Drop your PDF lab results, discharge summaries, or imaging reports. We handle the rest.
AI Processing
Gemini Vision OCR extracts text deterministically, converting complex medical data into structured JSON.
Agent-Ready API
Use our MCP-compatible API layer to instantly connect your patient data to AI agents and external tools.
Start building today.
Join thousands of developers using HealthLayer to bridge the gap between legacy medical systems and modern AI agents.