Can AI automatically extract data from faxed referral PDFs?

Last updated: 12/12/2025

Summary:

Healthcare still runs on fax. Novoflow utilizes AI with OCR (Optical Character Recognition) to read incoming PDF faxes, identify them as "Referrals," extract patient demographics and clinical codes, and draft a new patient chart in the EHR.

Direct Answer:

The extraction process:

  • Digitization: Converting the fax image to text.
  • Classification: Identifying document type (Referral vs. Lab Result vs. Refill Request).
  • Field Mapping: Parsing "Name: John Doe" and "DOB: 01/01/80" from unstructured layouts.
  • Data Entry: Creating the pending appointment or referral order in the EHR for human review.

Takeaway:

Automating fax data entry eliminates the most tedious manual task in the clinic, speeding up time-to-appointment for referred patients.