Personalized longevity medicine
Clinical guidelines are built for populations. Singular applies rigorous Bayesian methodology to your individual biology—synthesizing the full body of relevant evidence, weighted for your specific profile, updated continuously as your data and the research evolve.
Posterior probability — individual response model
Population priors, refined to you. Each protocol begins with the full synthesis of published evidence. As your biomarkers, outcomes, and history accumulate, the model updates—continuously, transparently.
01
Evidence synthesis
A living meta-analysis, built around your specific profile. Every relevant study, weighted by quality and applicability, translated into probabilistic estimates for you.
02
Continuous updating
Your data compounds over time. Biomarkers, interventions, and outcomes feed back into the model—improving precision with every observation.
03
Physician oversight
Every protocol is reviewed and carried by a physician who retains clinical authority. The intelligence is systematic; the judgment is human.
The best clinicians have always known that guidelines are written for populations—and that applying them well requires reasoning carefully about what the evidence actually implies for this patient. Singular makes that reasoning rigorous, comprehensive, and auditable.