Zero setup, zero training
No templates, no labeled data, no schema files. Drop the document in and Docusift returns clean structured data.
Medical bill → CSV
Convert Medical bill to CSV
Drop a medical bill into Docusift and get a clean CSV back in seconds. No templates to maintain, no model training, no manual cleanup. Works on native PDFs, scans, and mobile photos alike.
A medical bill or itemized statement lists services by CPT code, each with its own charge, adjustment, and patient-responsibility amount, in a layout that differs by provider and clearinghouse. Reconciling it against an EOB by hand is slow and mistake-prone.
Docusift extracts the provider, service dates, CPT codes, and charges from an itemized medical bill into structured lines that reconcile cleanly against the EOB — for administrative and revenue-cycle finance, not clinical use.
The CSV export is one clean row per record with headers on top, so it opens straight in Excel or Google Sheets and uploads into any tool that reads comma-separated values — no cleanup pass first.
| Service date | CPT | Description | Charge |
|---|---|---|---|
| 2026-03-02 | 99213 | Office visit, established | 186.00 |
| 2026-03-02 | 85025 | Complete blood count | 48.00 |
| 2026-03-02 | 80053 | Metabolic panel | 62.00 |
Example structured output
{
"document_type": "medical_bill",
"provider": "Toledo Family Health",
"statement_date": "2026-03-20",
"line_items": [
{ "service_date": "2026-03-02", "cpt": "99213", "description": "Office visit, established", "charge": 186.00 },
{ "service_date": "2026-03-02", "cpt": "85025", "description": "Complete blood count", "charge": 48.00 }
],
"total_charges": 296.00,
"confidence": 0.96
}Why teams choose Docusift
A confidence score on every field
Every value ships with a confidence score and a citation back to the source pixel in the original document, so low-confidence fields route to review instead of landing unchecked.
Fast turnaround
Seconds per document, not minutes. Built for production pipelines, not batch jobs.
Privacy first
Workspace-isolated processing, encrypted in transit and at rest, and one-click data deletion.
Frequently asked questions
How do I convert a medical bill to CSV?
Upload the medical bill to Docusift via the dashboard or REST API. Docusift extracts every field, row, and table, then returns a clean CSV ready to download or push to your accounting tool — typically inside a second per page.
Is there a free medical bill to CSV converter?
Yes. Docusift's free tier covers 100 pages per month with no credit card required. That's enough to convert most monthly batches of medical bill for a small team.
What medical bill layouts are supported?
Any layout. Docusift parses the document visually rather than matching against a template, so it works on layouts it has never seen before — including multi-page, multi-column, and scanned variants.
Will the CSV match the original column order?
Yes. Docusift preserves the source structure where it makes sense and lets you remap columns or fields via a single config call when you need a different shape.
Do I need to train a model first?
No. Docusift recognizes hundreds of document types out of the box. Custom fields are configured with a single sentence — no labeled training data required.
How is pricing calculated?
Pay per page processed. There is a free tier for evaluation and volume discounts for production workloads. No seat fees.
Can Docusift handle scanned or photographed documents?
Yes. The pipeline runs OCR + layout analysis + extraction in one pass, so scans, mobile photos, and native PDFs all flow through the same endpoint.
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Free tier includes 100 pages per month. No credit card required.
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