Extract common code, charge, adjustment, payment, and patient-balance fields from medical bills into structured data for review.
Start with a representative file, review the confidence signals, and verify the output against the source.
Use a supported PDF or image and test a representative hospital, clinic, or lab layout.
The parser identifies available charge, code, adjustment, payment, and balance fields.
Compare the structured result with the source bill and your insurer documents before acting.
Use our sample document or upload your own. See exactly what you'll get.
Drop your medical bill here or click to upload
PDF (including scanned), DOCX, XLSX, PNG, JPG, WEBP — up to 4.5MB
Reviewable outputs and integration options for repeatable document-processing workflows.
Every charge, code, and amount extracted with provider and date of service.
Automatically identifies procedure and diagnosis codes from itemized bills.
Detects duplicate charges and common billing errors that inflate costs.
Every medical bill is parsed into structured JSON with these fields
provider_nameprovider_addressprovider_phonepatient_namepatient_addresspatient_dobpatient_idaccount_numberstatement_dateservice_dateservicestotal_chargesinsurance_paymentspatient_paymentsadjustmentsbalance_duedue_dateinsurance_infopatient_account_numberline_itemsprior_paymentspatient_balanceGet reviewable structured data from your documents, with confidence signals that show where a human check may help.
Built for reviewable structured data
Upload a representative supported PDF, scan, or photo, review the returned fields, and export JSON, CSV, or Excel for downstream use.
Confidence signals for review
Returned configured fields include confidence signals to help prioritize review. A confidence value is not a guarantee that a field is correct.
Published data-handling details
Review the current security and privacy pages before submitting sensitive documents, including how source files and structured results are handled.
Per field
Confidence signals
PDF · scan · photo
Accepted inputs
JSON · CSV · Excel
Export formats
3 free
No card required
Supported hospital, clinic, specialist, lab, imaging, and ambulance bills can be submitted, but layouts vary. Test representative documents from your workflow.
The extracted medical bill fields can support review and reconciliation workflows, but they should be verified against the source and are not a substitute for tax, legal, medical, or financial advice.
The extracted medical bill fields can support review and reconciliation workflows, but they should be verified against the source and are not a substitute for tax, legal, medical, or financial advice.
Review the current security and privacy pages and complete your own compliance assessment before submitting protected or regulated health information.
Start with 3 free documents. Upgrade to a monthly plan when you need more.
$0.45 / doc · 20 docs/mo
$0.58 / doc · 50 docs/mo
$0.40 / doc · 200 docs/mo
$0.20 / doc · 1000 docs/mo
All plans include full API access. Cancel anytime.
Why pay when I only need a few documents?
Start with the 3 free parses. If the workflow fits your documents, Starter ($29/mo) gives you 50 more at $0.58 per document. Cancel anytime.
How accurate is the extraction?
Results vary with the bill layout and scan quality, so we do not quote an accuracy rate. Every result includes per-field confidence scores and flags low-confidence codes, adjustments and balances for review.
Can I use the API programmatically?
Yes. Every plan includes full API access. Your API key is in the dashboard the moment you sign up. Check the API docs for code samples in cURL, Python, and Node.
What file formats do you support?
Uploads accept PDF (digital or scanned), PNG, JPG, WEBP, Word (.docx) and Excel (.xlsx) files up to 4.5 MB, and PDFs up to 100 pages. Hospital, clinic and lab bills use different layouts, so test a representative bill first.
What happens to my documents?
Documents are processed and discarded. We do not store your files after extraction. The extracted data lives in your account until you delete it.