Innovation · NostraBiome Labs
Human biology is a system that changes every hour and is read once a year. Labs exists to close that gap: to measure the body continuously, estimate its state, act on it, and learn from what the body does next.
Biology becomes controllable the moment it becomes observable, interpretable and answerable — in that order.
The stack we are building
Multi-omic depth on a schedule — DNA, microbiome, blood, body composition, medical history — plus daily and instant signals from the same person, on one clock.
The body's state is never observed directly. We estimate it: a live latent model per person that updates with every new piece of evidence and carries its own uncertainty.
An estimate that does not change anything is a report. Labs builds the intervention layer: what to change, at what dose, in what order, and how early.
Every measured response re-enters the model. The trajectory — intervention attached, response attached — is the training data that does not exist anywhere else.
Each capability feeds the next, and the last one feeds the first. That loop is what makes biology steerable instead of merely described.
Programs
Per-patient latent models that stay current between clinical visits, built to be read by both a clinician and a molecule designer.
Why the same molecule at the same dose produces opposite outcomes — and detecting it while there is still time to act.
Nutrition, supplementation, microbiome and behaviour as controllable inputs with measurable, attributable effects.
Consent, provenance, governance and the pipelines that turn treated patients into research-grade longitudinal records.
Studies run inside the live system rather than beside it, so validation and product improvement share the same loop.
Asset-specific cohorts and biological read-outs for partners who need to see their molecule acting in living humans.
How we work
Researchers, clinicians and pharma teams who want to work with living human trajectories can reach Labs by email.
