LongevityOS
A biological intelligence platform translating skin biomarkers into precision healthspan decisions — for patients, practitioners and formulators.
- Sector
- Preventive health
- Platform
- Three-portal platform
- Users
- Patients, practitioners and formulators
- Built with
- Lovable · AI


The Overview
LongevityOS serves the three people around a longevity clinic's data: the patient, the practitioner and the formulator. Each gets a portal built for their own questions, drawing on the same underlying biomarkers.
The Challenge
A longevity clinic can produce more biomarker data in one visit than a patient can read in a year. Consultations become translations, and patients leave without changing anything.
The Architecture
One dataset, three vantage points: a patient journey that explains what changed and why, a clinical portfolio that ranks patients by risk, and an innovation lab scoring formulations against the twelve hallmarks of aging.
The Result
Consultations move from explanation to decision, and patients stay engaged with their own numbers between visits rather than only after them.
Design decisions
- 01
Explain, then display
Every number comes with what changed and why.
- 02
Hypotheses, not verdicts
The system proposes ideas, and the practitioner stays in charge of the decision.
- 03
Risk you can scan
Status labels and colour let a clinician read a whole patient list in seconds.