Context-Aware AI
Pattern rules find text shaped like a phone number or a date. DocArmor reads the page the way a reviewer does: it finds the patient's daughter, her employer and her pacemaker's serial number in plain prose, decodes the barcode on the label, and leaves the clinic's number and the doctor's name alone.
DocArmor
HIPAA Safe Harbor template
10 found0 missed0 wrong
OCT-01-2026 09:14 FROM:4195550100 P.001/003
RE: MARTINEZ, ROSA E. (found) DOB 3/7/1958 (found) MRN 00482913 (found)
Ms. Martinez (found), 67under 90, returns for follow-up of paroxysmal AF. Her daughter Elenarelative drove her in from Wexford Dr. (found) and can be reached at 419-555-0187 (found). She still works mornings at Fairway Market on Monroe Stemployer. Pacemaker SN RNB209384Hdevice ID interrogated without issue. Plan reviewed with Dr. Anil Mehtacare team.
QR code · matches Names, MRN. Decoded and covered, because a clean page with a readable label isn't clean.