Being able to detect developing diseases very early on, years before there are any symptoms, is key for prevention. At this point in time, one can still revert, stop, delay or treat it in a cost-efficient way, preserving our quality of life. Our solution permits sampling anytime, anywhere, in a non-invasive fashion. We generate a personalized biomarker timeline, including risk predictions, warning flags and personalized suggestions on how to act on it.