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_account_numberservice_datestatement_dateline_itemstotal_chargesinsurance_paymentsinsurance_adjustmentsprior_paymentspatient_balancedue_datepayment_plan_availablefacility_typeGet 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
The upload flow accepts supported PDF and image files. medical bill layouts vary, so use the free parses to test a representative document and verify the output before scaling the workflow.
Yes. The structured output includes every line item, charge code, and amount — making it easy to audit for errors or duplicates.
Extraction quality varies with document layout and image quality. Per-field confidence signals help identify values that should be checked against the source document.
Documents are handled under the practices described in the Privacy and Security pages. Review those policies for current processing, retention, and access details before uploading sensitive data.
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?
Medical-bill output includes per-field confidence scores. Review codes, adjustments, and balances against the source before making billing decisions.
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?
The current upload flow accepts PDF (including scans), PNG, JPG, and WEBP files up to 4.5MB. Hospital, clinic, and lab layouts can be tested with the free parses.
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.