(a) Medical receptionists spend hours manually typing patient data from messy emails and handwritten PDFs into EHR systems. (b) Clinics pay specialized data entry staff or use complex OCR tools like Amazon Textract. (c) An agent can ingest any format (email, PDF, image), extract the clinical data, and format it into a clean JSON payload for the EHR. (d) It is BETTER than standard OCR because it understands medical context, mapping colloquial terms to standard medical codes. (e) It is EASIER because it requires no template setup or bounding-box configuration; it just works via a simple email forwarding rule.
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