Why your virtual twin keeps learning
BioTwin can apply new analyses to your existing sample, so your virtual twin can sharpen over time without another kit.
The sample you sent is stored as data
When a Bio-Signature sample reaches the lab, it passes through high-resolution mass spectrometry. That process produces a raw profile containing more than 30,000 biomarker-derived metabolic signals. BioTwin keeps that high-dimensional signal profile, not just the summary results that ended up in your first report.
This is the quiet but important part. When a new analysis is developed, whether it is a new score or a new grouping of markers, it can run on your existing data. No second kit. No second sample. The raw signal is already there.
New analyses can be applied to your stored signal profile
Biomarker science moves forward constantly. New markers get validated and new combinations reveal new patterns. When BioTwin adds a new analysis to the platform, it can be applied to the signal profiles already on file, without you sending anything new.
That can include refinements to the Bio-Signatures of your program, for example in Longevity or Elite Health Optimization. Which analyses become available, and when, depends on their validation and on your program.
What this means for you
A sample you already sent is not a one-time snapshot. Its stored signal profile can be read again as analyses improve, so what you already sent can keep its value over time instead of shrinking.
It also means that, with your consent, your contribution to research can grow with it. The same sample that answered the first questions remains available for the next ones. Your twin is not a receipt, it is a living participant in a mission that keeps expanding.