Homepage
>
OCR document templates
>
Prescription

AI-powered OCR software for prescriptions

Extract drug names, dosages, frequencies, prescriber details, and patient data instantly. Koncile’s AI OCR for prescriptions is fast, reliable, and easy to integrate via API.

Try Koncile now
Try Koncile now
Talk with an expert
Talk with an expert
20 Free credits
No credit card required
Secure and private
Trusted by 10k users at industry leaders
Case study
Case study
Case study
Case study

The OCR that detects key data from prescriptions

Koncile's medical prescription OCR reads, extracts, and structures prescription data in seconds, whether printed or handwritten.

It identifies the patient's name, doctor's name, RPPS number, prescribed medication, dosage, and automatically flags inconsistencies or errors across large document volumes.

Getting started takes under 5 minutes: upload your prescription files (PDF, PNG, JPEG) directly into the Koncile interface or via API. The AI engine processes each document and returns structured data in JSON, CSV, or spreadsheet format, ready to feed directly into your existing systems.

Whether you process 10 prescriptions a day or 10,000, Koncile scales without compromising accuracy. The prescription template works out of the box, no configuration required.

Create a Koncile account now
Create a Koncile account now
Pierre Laprée
Founder & CPO at SpendHQ

Koncile automates the intelligent extraction of contractual data. Despite the complexity of our clients’ contracts, the tool ensures quality and speed, saving us valuable time.

Complete extraction of all key information from medical prescriptions using specialized OCR technology

Koncile's OCR solution streamlines prescription management across every healthcare workflow. By leveraging medical reference data, the system intelligently suggests relevant tests or examinations based on each prescription, and enables automated document classification for sorting, scheduling, and reimbursement workflows.

Hospitals & clinics : Eliminate manual re-entry into patient records and automatically route each prescription to the right exam scheduling queue.

Pharmacies : Extract medication names, dosages, and refill instructions from prescription images and feed the data directly into your dispensing software.

Health insurance teams : Cross-reference extracted prescription data against policy databases to automate eligibility checks and reimbursement workflows.

Medical labs & imaging centers : Automatically map prescriptions to your internal exam nomenclature, matching each procedure to the correct code without manual lookup.

Nom

Type

Exemple

Instruction

Validité

Text

Oui

Vérifie que le RIB est bien constitué des éléments suivants :
- Code banque (5 chiffres)
- Code guichet (5 chiffres)
- Numéro de compte (11 caractères alphanumériques)
- Clé RIB (2 chiffres)
Si les RIB est bien constitué de ces éléments, choisis la valeur "Oui". Sinon choisis la valeur "Non".

Patient name

Text Dupont

Doctor's name

Text Martin

RPPS number

Number 1016474274

Prescribed medication

Text LACTIBAN

Duration of treatment

Number 10 Give me the duration of the treatment in days.

Special instructions

Text Instruction: 1 bag in a glass of water in the morning Differentiate an instruction that you note “Instruction:” from a warning marked “Warning:”

Suggested exams

Text Coproculture - Analysis of intestinal microbiota - Research: Clostridium difficile Identify one or more medical examinations to be automatically associated from the “Prescribed Drug (s)” in the prescription. Use a drug > exam combination reference (or DCI > medical procedure) to suggest the most relevant analyses.
Add your custom fields
Edit the AI instructions
Discover the full extraction template
Discover the full extraction template

Why choose Koncile OCR for your prescriptions?

99% reliability

Unparalleled precision for your health documents

AvWith a success rate of over 99%, our OCR engine offers exceptional precision on key fields in health documents.

Whether it is dates, identities, codes, acts or prescriptions, each piece of information is extracted reliably.

Our integrated anomaly detection system allows you to identify errors or inconsistencies in advance, guaranteeing automated quality control and faster decision-making.

Multilingual medical OCR

Multilingual medical OCR

Our OCR engine, enriched by advanced language models (LLM), recognizes alphabets and languages from around the world with high accuracy.

Chinese, Arabic, Cyrillic, Japanese... regardless of the language used in patient records, prescriptions or analysis results, Koncile identifies essential information and offers automatic translation.

Easily digitize, extract, and centralize your health data, even in a complex multi-lingual environment.

OCR integration

Compatible with your health business tools.

Koncile integrates naturally into your digital health environment: connection via API, automatic import from your secure messaging systems or direct synchronization with your business software.

Easily import your documents, launch automated extractions, and retrieve structured data where it's needed: patient records, databases, billing tools.

Whether you use a DPI, Outlook, Excel or hospital software, Koncile adapts to your organization to streamline document management and strengthen your daily efficiency

Experience next-generation data extraction

Start with a ready-to-use prescription template, test on a document and scale

An OCR solution adapted to the capture of medical prescription data

1

Automatic extraction of information from medical prescriptions:

Drug name, dosage, side effects, active ingredients, active ingredients, etc. Automatically extracts key data from drug packages or leaflets.

2

From prescriptions to a database

Facilitate the management of medical prescriptions by transforming your prescriptions into structured and usable data.

3

Multi-format processing

Connect Koncile to your EHR, pharmacy system, or billing platform via REST API in under 15 minutes. Structured JSON output, ready to integrate.

4

Parsing medical prescriptions using an API

Create a comprehensive prescription database, integrated into an application and accessible via API, to automate the management of prescriptions and treatments.

5

Beyond OCR: Validation and verification of extracted fields

Is the prescription information correct? Are the dosage and quantity prescribed well indicated? Is the prescribed medication valid? Are there any mistakes in the name of the patient or doctor? Optimize prescription management with intelligent OCR.

The API to streamline your document management

status
string

Document status can be DONE, DUPLICATE, or IN PROGRESS

document_id
integer

Unique identifier assigned to each document

general_fields
objects

Fields that appear once per document. Returns in the format: {field_name: extracted_value}

Full documentation
Full documentation
Claim my API key
Claim my API key
Security and privacy

An AI OCR tool built for regulated environments

Founded by a former lawyer, Koncile was designed with compliance and data protection at its core. We are independently audited under SOC 2 and compliant with GDPR and HIPAA requirements.

Review our security docs
Review our security docs

Talk to an expert who knows your industry.

  • Get an external expert opinion on your specific use case
  • Benchmarks and results from hundreds of clients in your industry
  • Help activating the right Koncile features for your workflow
Talk to an expert
Talk to an expert
Free · No commitment
Our latest ARTICLES

Real life insights on document automation

All our ressources
All our ressources
Procurement

Receipt

Merchant details, purchase details, quantities, prices

Procurement

Pricing grid

Pricing grid or framework agreements

Procurement

Purchase order

Contact details and product details, quantities, and prices

Procurement

Invoice

Supplier details and line-by-line details

Procurement

Quotes

Supplier information and line-by-line details

Procurement

Product catalog

Product name, reference, category, price, stock, stock, description, visuals: extracted by AI, ready to integrate your digital catalog.

Procurement

Delivery note

Delivered address, supplier, delivered products, and quantities

FAQ

All your questions
on Koncile

OCR analyzes the prescription using computer vision algorithms to detect and read characters. With natural language understanding (NLP), OCR can identify critical information. This process ensures accurate extraction of structured and unstructured data from the document.

Yes, you can extract specific information from a prescription, such as medications prescribed, dosages, dosage, or duration of treatment. OCR can be set up to extract this data based on the sections or formats you are dealing with.

You can upload your prescriptions in PDF, PNG, or JPEG format. These formats are compatible with our OCR technology, allowing accurate extraction of the information contained in the document. Consult the documenting for more details on accepted formats and the upload process.

Yes, OCR is capable of processing printed or handwritten prescriptions. If the document is handwritten, OCR uses advanced techniques to recognize handwritten characters and convert them into digital text, while ensuring the accuracy of the extracted data.

The software is accessible via a powerful OCR API, with comprehensive documentation available. Plus, you can upload documents directly into the app and export the extracted data to XLSX, XLS, CSV, or JSON for seamless integration into your workflows.

Check our API documentation, contact us at contact@koncile.ai. You can also create a demo account or book a demonstration with our team.

Koncile offers 3 plans, including enterprise options for handling large volumes of data. You can check our pricing on our pricing page.

In each extraction template, you will find:

  • General fields: These are pieces of information that appear only once in each document (e.g., the invoice number or the invoice date).
  • Repeated fields: These are pieces of information that appear multiple times in a document, such as item descriptions or prices in each line of a quote. Use repeated fields for extracting tables and charts from your documents.