Personalized Metabolic Intelligence

A blood test gives you the average. Your metabolism also has a shape, and that is where the personal signal lives. Two people with the same normal HbA1c can live completely different metabolic days. Personalized Metabolic Intelligence builds a per-person metabolic signature from continuous data (glucose, nutrition, activity, sleep, vitals) that complements the lab, and lets an AI agent, Sally, measure it, model it, and personalize the levers a person controls: meals, activity, and supplements.

We start with glucose, the sharpest real-time signal, where our own cohort already shows the signature is multidimensional within a single normal HbA1c. The open question we invite collaboration on: does personalizing to a person's signature improve outcomes versus generic advice at the same lab value?