Extract Data from Prescriptions Automatically
Upload a prescription and get patient details, all medications with dosage and instructions, prescriber information, and refill authorizations extracted instantly.
Used by pharmacists, clinical administrators, and healthcare data teams worldwide.
Stop manually reading and entering prescription data
Transcribing medication names, dosages, and instructions from paper or PDF prescriptions into pharmacy or clinical systems is slow and risks dispensing errors.
❌ Before ParserBee
- Read each prescription manually to identify medications and dosages
- Re-type drug names, strengths, and instructions into your pharmacy system
- Risk misreading handwritten prescriptions
- Process stacks of prescription forms individually
- Have no structured record of all active medications across patients
✅ After ParserBee
- Upload prescriptions via browser or API
- Extract all medications with dosage, form, and instructions automatically
- Capture prescriber details and license numbers every time
- Flag refill authorizations from extracted data
- Process prescription batches without manual re-entry
How ParserBee Parses Prescriptions
Three steps from document to structured data — no templates 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 Prescriptions
The template comes pre-built with these fields. Add, remove, or rename any field before saving.
Sample Extracted Output
Upload a prescription and ParserBee returns a structured table like this — automatically.
| Field | Extracted Value |
|---|---|
| Patient Name | Marcus Johnson |
| Date of Birth | 22 Aug 1975 |
| Prescription Date | 15 Nov 2025 |
| Physician | Dr. Sarah Chen, MD |
| License Number | MED-CA-88234 |
| Clinic | Greenfield Medical Center |
| Diagnosis | Type 2 Diabetes |
Medications — extracted as a list
| Drug | Dosage | Form | Instructions | Qty | Refills |
|---|---|---|---|---|---|
| Metformin | 500mg | Tablet | Take 1 twice daily with food | 60 | 2 |
| Lisinopril | 10mg | Tablet | Take 1 once daily | 30 | 5 |
Every field is pulled directly from the document. You define what to extract — ParserBee does the reading.
Who Uses This Template
Related Search Terms
Common ways people search for this solution.
Frequently Asked Questions
What data is extracted from a prescription?
Patient name, date of birth, prescription date, physician name and license, clinic name, and for each medication: drug name, dosage, form, instructions, quantity, and refills authorized.
Can it read handwritten prescriptions?
Yes. ParserBee uses AI OCR that reads handwritten prescriptions. Printed or typed prescriptions produce the most consistent results.
Does it extract the diagnosis or indication?
Yes. The diagnosis or indication field is included in the template and captures it when present on the prescription.
Can I extract data from multiple prescriptions at once?
Yes. Use the API to process prescription batches in an automated workflow.
How does it handle prescriptions with multiple medications?
All medications are extracted as a repeating list. Each entry captures drug name, dosage, form, instructions, quantity, and refills regardless of how many medications are listed.
Related Templates
Start extracting prescription data today
Free to try. No credit card required. Works on your first upload.
Create free account