Guide
How to Extract Data from an EOB
Manually typing data off EOBs is slow and error-prone. Here is the fastest way to turn any EOB into clean, structured data — for medical billers, practice managers, and patient advocates.
The 4-step method
- 1
Upload your EOB
Drag and drop your EOB — PDF (including scanned), photo (PNG/JPG/WEBP), Word, or Excel. No template setup and no fixed layout required.
- 2
Let the AI read it
The AI reads the EOB the way a person would — understanding layout and context — and extracts every field in about 10 seconds.
- 3
Review the extracted fields
Check the structured result with a per-field confidence score so you know exactly what to verify. Nothing is guessed silently.
- 4
Export to JSON, CSV, or Excel
Download the data as JSON, CSV, or Excel, copy it to your clipboard, or pull it programmatically via the API. Feed it straight into your workflow.
What gets extracted
- ✓Patient & provider name
- ✓Claim number
- ✓Service date
- ✓Procedure (CPT) codes
- ✓Billed vs allowed amount
- ✓Insurance paid
- ✓Patient responsibility
- ✓Denial codes
Manual entry vs. AI extraction
| Manual typing | EOB Extractor | |
|---|---|---|
| Time per EOB | 10-20 minutes | ~10 seconds |
| Error rate | High (typos, transpositions) | 95%+ accuracy, confidence-scored |
| Scales to volume | Add headcount | Batch + API |
| Output | Manual spreadsheet | JSON, CSV, Excel |
FAQ
What is the fastest way to extract data from a EOB?
Upload the EOB to EOB Extractor and the AI returns structured data (JSON/CSV/Excel) in seconds. It replaces 10-20 minutes of manual re-keying per document and works on scanned files and photos.
Do I need to build a template or train a model?
No. Unlike template-based OCR tools, the AI understands EOB layouts out of the box — including formats it has never seen. There is nothing to configure before your first extraction.
Can I extract data from a scanned or photographed EOB?
Yes. Native PDFs, scans, and phone photos all work. Image quality affects accuracy, and each field comes with a confidence score.
How do I extract data from many EOBs at once?
Paid plans include batch upload and a REST API so you can process hundreds of EOBs programmatically instead of one at a time.
Is my EOB data secure?
Documents are processed and discarded — files are not retained after extraction. The extracted data lives in your account until you delete it.