Patient biomarker database CLI — longitudinal tracking, trends, and export
Biological aging clocks — multi-modal age estimation from blood, epigenetic, and proteomic data
Medical history records — allergies, conditions, family history, surgical history
Health device recommendation engine for longevity monitoring
Curated supplement recommendation engine for longevity biomarker optimization
Score biomarkers against longevity-optimal ranges
Parse lab results into structured biomarker JSON
Clinical notes & timeline CLI — longitudinal patient knowledge base
Prescription PDF generator with e-signature and QR verification