Prescription & intake
AI Prescription Reader for Pharmacy & MTM Teams
Medroxa Prescription Reader is an AI-assisted clinical tool that converts prescription photos, PDFs, and camera scans into structured medication data for pharmacy and medication therapy management (MTM) workflows. Pharmacists upload or capture a prescription, and the system extracts drug names, strengths, directions, and quantity fields while highlighting potential interaction and duplicate therapy concerns. Outputs are draft clinical decision support only and must be independently verified by a licensed pharmacist or prescriber before any medication decision or dispensing action.
The challenge
Handwritten prescriptions, faxed orders, discharge paperwork, and mobile photos create bottlenecks at intake. Technicians and pharmacists spend valuable time transcribing Rx data manually, and small OCR errors can propagate into dispensing, reconciliation, and MTM documentation. Teams need a faster first pass that structures medication lists consistently without replacing professional judgment.
How AI Prescription Reader helps
Prescription Reader combines vision-capable AI with pharmacy-focused prompts to perform OCR and structured extraction from hard copy, electronic, fax, acute/ER, and hospital discharge prescriptions. The tool returns markdown sections including OCR text, patient details when visible, medication line items (name, dose, sig, quantity, refills), warnings, and a concise summary suitable for clinician review. It integrates naturally with Medroxa Drug Interactions and Medication Comparison for the next step in a safety workflow.
Clinical use cases
- Retail pharmacy intake from phone photos or scanned PDFs
- Health-system MTM medication reconciliation after discharge
- Clinical pharmacist review of faxed or e-prescribing printouts
- Structured medication list creation before interaction checking
- Training workflows for pharmacy residents using de-identified samples
Typical workflow
- Upload a prescription scan, PDF, or capture a photo (mobile camera supported).
- Select the prescription type: hard copy, electronic, fax, acute/ER, or discharge.
- Review structured extraction: medications, sig, quantities, and OCR text.
- Follow flagged warnings and run related checks in Drug Interactions or Med Comparison.
- Verify all fields with a licensed pharmacist before dispensing or documentation.
Related clinical tools
- AI Medication Interaction Check
Identify and assess interactions between a patient's medications
- AI Medication Comparison | Alternative Medications
Compare up to 5 medications and find suitable alternatives across Brand, Generic, Indication, Contraindications, Adverse Effects, Interactions, Pregnancy, and Lactation
Frequently asked questions
- Is Medroxa Prescription Reader a diagnostic or prescribing tool?
- No. It is clinical decision support for structuring prescription data. It does not diagnose conditions or authorize prescriptions. Licensed clinicians must verify every output.
- What file formats are supported?
- PNG, JPEG, WebP images and PDF uploads. Mobile users can capture prescriptions with the device camera for immediate analysis.
- Can I enter identifiable patient information (PHI)?
- Only when your organization has appropriate agreements (including a BAA where required) and explicit consent for clinical data processing. Default workflows emphasize de-identified inputs.
- How accurate is prescription OCR?
- Accuracy depends on image quality, handwriting legibility, and formulary context. Treat extraction as a draft — always confirm drug name, strength, and sig against the source prescription.
- Which plan includes Prescription Reader?
- Prescription reading and medical document OCR are available on Essential and higher tiers. See Pricing for current limits on vision uploads and daily runs.