Extract Data from Health Insurance Claims Automatically
Upload any health insurance claim form and get claim number, policyholder, diagnosis codes, billed amounts, and payment status extracted as structured data in seconds.
Used by insurance companies, healthcare billing teams, and claims processing platforms worldwide.
Stop manually processing health insurance claim forms
Keying claim data from paper or PDF forms into claims management systems is slow, creates errors on diagnosis codes and amounts, and delays patient reimbursement.
❌ Before ParserBee
- Open each claim form and read all fields manually
- Re-enter diagnosis codes, procedure codes, and amounts into your CMS
- Risk coding errors that cause claim rejections
- Process claim batches at end of day due to manual workload
- Delay reimbursements due to slow claim intake processing
✅ After ParserBee
- Upload claim forms via browser or API as they arrive
- Extract all fields including diagnosis codes and billed amounts automatically
- Push structured data directly into your claims management system
- Validate required fields before claim entry to reduce rejections
- Process claims in real time, no batch delays
How ParserBee Parses Health Insurance Claims
Three steps from document to structured data, no setup or training required.
Upload the Document
Upload a PDF, PNG, JPG, or WebP file. Multi-page documents are processed as a single job.
AI Extracts All Fields
ParserBee identifies and extracts every field automatically, no training or configuration required.
Get Structured Data
Download as JSON or CSV, or use the API to push data directly into your systems on upload.
Fields Extracted from Health Insurance Claims
This extraction template comes pre-built with these fields. Add, remove, or rename any field before saving.
Sample Extracted Output
Upload a health insurance claim and ParserBee returns a structured table like this, automatically.
| Field | Extracted Value |
|---|---|
| Claim Number | CLM-2025-084721 |
| Claim Date | 15 Nov 2025 |
| Policy Number | HIP-44820-X |
| Policyholder | Robert Dawson |
| Patient | Emma Dawson |
| Insurance Company | BluePeak Health |
| Provider | City Medical Centre |
| Diagnosis Code | J06.9 (Upper Respiratory Infection) |
| Service Date | 14 Nov 2025 |
| Billed Amount | $480.00 |
| Plan Paid | $384.00 |
| Patient Responsibility | $96.00 |
| Status | Approved |
Every field is pulled directly from the document. You define what to extract, ParserBee does the reading.
Export Health Insurance Claim Data to Excel, CSV or Google Sheets
No developer needed to convert health insurance claims to Excel. Upload a whole batch in ParserBee's Data Lab, review every extracted row in a live spreadsheet, then download everything as CSV, print to PDF, or send it straight to a new Google Sheet in one click.
Prefer automation? The REST API returns clean JSON for every health insurance claim, ready for Zapier, Make, n8n, or your own system.
Who Uses This Parser
Frequently Asked Questions
What data is extracted from a health insurance claim?
Claim number, date, policy number, policyholder name, patient name and DOB, insurance company, provider name, diagnosis code, procedure codes, service date, billed amount, allowed amount, paid amount, patient responsibility, and claim status.
Does it work with claim forms from different insurers?
Yes. ParserBee adapts to any health insurance claim form format.
Can it extract ICD and CPT codes accurately?
Yes. Diagnosis and procedure codes are extracted as shown on the form. Validation against code sets can be added in your downstream workflow.
How do I push extracted claim data to my claims management system?
Use the REST API to map extracted JSON to your CMS claim fields directly or via Zapier or Make.
Can it handle scanned paper claim forms?
Yes. Scanned claim forms are processed by OCR and return the same structured output as digital PDFs.
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Start extracting health insurance claim data automatically today
Free to try. No credit card required. Works on your first upload.
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