Create models in seconds
Upload a medical prescription and watch as Affinda instantly predicts the data fields you want to extract, helping you automate prescription data extraction in just a few clicks.
How to automate medical prescription processing with Affinda's AI
- 1
Upload your prescriptions, your way
Email, drag and drop or connect via API.
- 2
Watch as it extracts your medical prescription data
Affinda's AI reads your medical prescriptions with impressive contextual understanding. It splits and classifies documents, extracts and validates data, then transforms the output to match your business needs.
- 3
Automatically route the data to your systems
No manual data entry required. Affinda integrates seamlessly into your existing tech stack.
Extract any information from any document, fast
Affinda's AI reads, understands and extracts data from any medical prescription or document 
Cleanse and transform data
Affinda automatically converts extracted prescription data into the format your pharmacy or healthcare system recognizes, ensuring it's ready for immediate use. Need something custom? Use natural language to describe how you want the data structured.
Apply business logic
Use natural language to write validation rules and apply your business logic to the prescription data. This ensures the output meets accuracy and compliance requirements, enabling straight-through medical prescription processing for your organization.
Combine the best of artificial and human intelligence
1B+ documents processed
10+ years of IP combined with the latest AI innovations
800+ customers
95% reduction in manual processing achieved
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No sales calls, no credit cards and no hidden features. Get all the power in your hands from day one.Upload documents
Drag and drop, email or upload via API. Affinda can handle any document, any file type and any layout with ease.See the magic
Watch as the platform predicts the information you want to extract, letting you build models in minutes, not months.Automating their document processes with AI
Frequently asked questions
What is medical prescription processing?
Medical prescription processing is the workflow healthcare and pharmacy organizations use to capture, validate and manage data from prescriptions. Affinda's AI medical prescription data extraction software automates this entire workflow to reduce manual entry, eliminate errors and accelerate dispensing times. It ensures that medications are accurately recorded, compliance requirements are met and data flows seamlessly into pharmacy management and EHR systems.
What is medical prescription data extraction?
Medical prescription data extraction is the process of reading a prescription and capturing key information such as patient details, provider information, medication names, dosages, instructions and reference numbers. Affinda's platform uses advanced AI to automate this process, transforming unstructured prescription documents into structured, accurate data ready for pharmacy management systems, EHRs and compliance workflows.
What is medical prescription extraction?
Medical prescription extraction is the automatic capture of prescription data using AI. Our medical prescription extraction software combines reading order models, OCR, LLMs, RAG and more to convert prescription information with exceptional accuracy and faster processing times.
What is a medical prescription parser?
A medical prescription parser is a tool that automatically reads and extracts data from prescriptions. It converts prescription documents into structured, machine-readable formats your systems can use. Affinda's AI medical prescription parser learns from every correction, adapting to variations in layout, language and format while delivering the exact output structure your pharmacy and EHR systems need.
What is medical prescription line extraction?
Medical prescription line extraction captures structured medication data from prescriptions, including medication names, dosages, instructions and refill information. Our platform extracts this grouped data while preserving the connections between each medication and its details – turning complex prescription information into clean, structured output your pharmacy systems can process immediately.
What data fields can Affinda's AI medical prescription processing software extract?
Affinda's AI medical prescription processing platform can extract data from any field on a prescription. Standard data fields include:
Patient & Provider Information
- Patient Name / Date of Birth / ID: Full patient name, birth date and unique patient identifier.
- Patient Address / Contact: Residential address and contact information when provided.
- Prescriber Name / Signature: Name of the prescribing physician or healthcare provider, including signature verification.
- Provider Registration / License Number: Medical license or registration number of the prescriber.
- Prescriber Address / Contact / Facility: Clinic, hospital or practice location with contact details.
- Prescription Date / Issue Date: Date the prescription was written or issued.
- Prescription Number / Reference ID: Unique identifier assigned to the prescription.
Medication Details
- Medication Name / Generic Name: Brand name and generic drug name.
- Strength / Dosage: Medication strength and prescribed dose.
- Quantity / Supply: Number of units or days of supply prescribed.
- Directions / Instructions: Dosing frequency, timing and administration instructions.
- Refills Allowed / Refill Instructions: Number of refills permitted and refill validity period.
- Substitution Permitted: Checkbox or field indicating whether generic substitution is allowed.
- Form / Route of Administration: Medication form such as tablet, liquid or injection and route such as oral or topical.
- Diagnosis / Indication: Condition being treated or diagnosis code when included.
Additional Fields
- Pharmacy Details: Name and location of dispensing pharmacy if pre-filled.
- Insurance / Plan Information: Insurance carrier, plan ID or authorization codes.
- Special Instructions / Notes: Additional clinical notes, warnings or patient counseling instructions.
- DEA Number: Drug Enforcement Administration number for controlled substances.
- Expiry Date / Valid Until: Prescription expiration or validity date.
Need to capture custom fields or work with specific prescription formats? Define them in the UI or describe them in plain language and Affinda will extract and structure them automatically.
What file types does Affinda's AI medical prescription processing solution support?
Our AI agents can process any file type. Supported file types include PDF, JPG/JPEG, PNG, TIFF, DOC/DOCX (Word), XLSX (Excel), HTML and TXT/CSV.
How does Affinda process medical prescriptions and extract medical prescription data?
Affinda's AI agents read, extract and validate prescription data. Our platform is intuitive to set up and easily integrates into your systems. Simply:
- Upload your prescriptions via drag-and-drop, email or API.
- Configure business logic to match your organization's rules and workflows.
- Let Affinda check and validate extracted data against your business logic and pharmacy management systems, EHR platforms and compliance tools to ensure accuracy.
- Access structured prescription data directly within your systems.
The result? Faster, more accurate prescription processing with minimal manual input.
Can Affinda extract data from scanned or image-based medical prescriptions?
Yes. Our AI medical prescription processing platform combines OCR with retrieval augmented generation (RAG), LLMs, agentic workflows, proprietary reading order algorithms and more, to automatically detect and process data from scanned or photographed invoices (PDF, JPG, PNG). Even low-quality images are automatically enhanced for reliable data capture and processing.
What language does Affinda's AI medical prescription automation platform support?
Our AI medical prescription processing platform can automatically detect and process prescriptions in 50+ languages, including multilingual prescriptions containing more than one language. Supported languages include: Afrikaans, Albanian, Amharic, Arabic (Standard, Egyptian, Sudanese, Algerian, Moroccan, Levantine), Bahasa Indonesian, Bengali, Bhojpuri, Bulgarian, Burmese, Chinese (Mandarin [PRC/Taiwan], Cantonese, Wu, Min Nan, Jinyu, Xiang, Hakka), Croatian, Czech, Danish, Dutch, English, Estonian, Finnish, French, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Italian, Japanese, Javanese, Kannada, Korean, Latvian, Lingala, Lithuanian, Macedonian, Malayalam, Marathi, Nepali, Norwegian, Odia, Persian (Farsi), Polish, Portuguese, Punjabi (Western and Eastern), Romanian, Russian, Slovak, Slovenian, Somali, Spanish, Swahili, Tagalog, Tamil, Telugu, Thai, Turkish, Ukrainian, Urdu, Vietnamese, Yoruba.
Does Affinda integrate with pharmacy management systems, EHRs and compliance tools?
Yes. Our AI medical prescription data extraction platform integrates with 400+ downstream systems, including pharmacy management platforms, EHR systems and compliance tools. Build no-code integrations using our AI integrations agent, or use our APIs – whatever suits your workflow best.
What are some examples of AI medical prescription workflow automations?
AI medical prescription processing helps automate and streamline healthcare workflows across departments such as:
- Pharmacy Operations: Eliminate manual prescription entry and reduce dispensing times by automatically extracting patient, provider and medication data – including dosages, instructions and refill information. Business-rule validation flags prescriptions that need review, catching missing provider credentials, expired dates, duplicate prescriptions and controlled substance requirements.
- Compliance and Audit Teams: Maintain complete audit trails and meet regulatory requirements with automated extraction of DEA numbers, provider licenses and prescription validity dates across all formats and languages.
- Insurance and Prior Authorization: Speed up claims processing and authorization workflows by feeding structured prescription data into your insurance systems, improving verification accuracy and reducing processing delays.
What is a medical prescription OCR data extractor?
A medical prescription optical character recognition (OCR) data extractor scans and accurately captures information from prescriptions, regardless of format or language. Upload prescription documents in PDF, JPG or PNG formats. The OCR technology first converts the documents into a text layer, ensuring all text (even from scans, photos, or handwriting) is captured. Affinda's AI models then identify and extract key fields such as patient details, provider information, medication names, dosages, instructions and reference numbers, transforming them into structured, usable data.
This automation eliminates manual data entry, reduces errors and saves time. Once the prescription data is captured and structured, our AI medical prescription processing pipeline can apply machine validation and post-processing to enable seamless integration with pharmacy management systems, EHR platforms and compliance tools.
Healthcare and pharmacy organizations rely on Affinda's AI for their prescription fulfillment, compliance monitoring and patient care workflows, streamlining operations and improving overall accuracy.