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AI Doctor Order Reading for Adult Family Homes

Photograph or upload any doctor order. Our AI extracts medications, dosages, and schedules in seconds for your adult family home eMAR, no manual transcription required.

The problem with manual transcription

Manually transcribing doctor orders takes hours and introduces errors at every step. Misread handwriting, transposed dosages, and forgotten abbreviations create medication errors that put residents at risk and trigger compliance findings.

How It Works

From photo to eMAR in minutes

Five steps with AI doing the heavy lifting. Humans stay in the loop for safety.

1

Photo or Upload

Snap a photo of the doctor order or upload a PDF/fax. Printed, handwritten, or mixed.

2

AI Extraction

Our model reads the document and extracts every medication, dosage, route, frequency, and instruction.

3

Smart Corrections

AI interprets abbreviations (BID, PRN, QHS), normalizes drug names, and flags anything unclear.

4

Human Confirms

A staff member reviews the extracted data, makes any corrections, and approves.

5

Two-Pass Verification

Low-confidence extractions are automatically re-checked before a person approves the entry. The order is then live in the eMAR with full traceability.

Live Preview

Extracted order results

app.marpass.com/ai-orders
Original Order
Extracted Medications
Lisinopril 10mg
Oral · Once daily
98%
Metformin 500mg
Oral · Twice daily
96%
Acetaminophen 650mg
Oral · Every 6 hours PRN
91%
3 medications extracted · 95% confidence
Key Benefits

Why AI order reading changes everything

High Accuracy

Our AI extracts medications, doses, routes, and schedules for your review, cutting manual transcription to near zero.

60+ Abbreviations

Automatically recognizes and expands 60+ common medical abbreviations like BID, PRN, QHS, PO, and more.

Any Format

Works with printed orders, handwritten prescriptions, faxed documents, and even photographed sticky notes.

Full Audit Trail

Every extraction is logged with the original image, AI output, human corrections, and final approved version.

Try AI order reading today

Upload your first doctor order and watch AI extract everything in seconds.

Join the waitlist