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Every year, trillions of dollars are ineffectively spent on healthcare and trillions of lifedata points are ineffectively connected to our health.  There is a better way.

Data from Life.
Data for Life.™

We are focused on biomarkers - digitally. To be used for disease detection and drug development - quantifiably.

We are developing a health technology platform called BioEngine4D™ for digitally detecting developing diseases & data driven drug development by generating data from life, analyzing it through computational advancements in machine learning and artificial intelligence, and applying it back for life.

The cycle of getting data from life and getting data for life

Animated Explainer


We so often think of Healthcare as an industry that we tend to forget about Healthcare as a purpose.

BioTrillion believes that purpose is to optimize quality of life and longevity.  We also believe solutions can be reframed through the individual’s perspective into 3 key phases: “Prevention,” “Detection,” and “Intervention” of health disorders and diseases.

Sequential timeline of preventing, detecting, and intervening of health disorders
1% spent in medical setting

We spend less than 1% of our time in a Medical setting and expect the medical data generated there to lead to enhanced outcomes.  Medical data is abundant, but it is also siloed, unstructured, and intermittent.  As a result, a massive amount of it is not being adequately connected to our health.  Medical settings offer access to tremendous medical experience and clinically-validated diagnostics; however, its utility will be fundamentally limited if the typical Consumer only spends < 1% of their total time in an actual Medical setting.

99% of time spend outside of medical setting

The Life setting provides access to something the Medical setting does not — that other 99% of time.  It is during this massive gap in time where the signs of developing diseases may be expressed, but go undetected, creating both clinical and economic opportunities in the market for objective, convenient, continuous, and accessible solutions.  We believe solutions will come from outside the Medical setting, from within the Life setting, with the addition of LIFEdata™, which we define as sensor-measured information generated from life and around life.

Early Disease Detection

Our goal is to empower people with abilities to contribute to drug development and with access to better disease detection solutions.  Advances in technology have amplified our individual capabilities in many ways, and healthcare should be no exception.

Monitors developing diseases outside of medical setting
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Today, life information is exponentially transitioning out of an analog world and into a digital one.  An increasing number of sensors in our smart devices are entering our Life setting and have the ability to capture many earlier signs of disease in the form of LIFEdata through multiple modalities.  These sensors are often disparate and thus limited in perspective when analyzed alone, yet are synergistic in value when analyzed interconnectedly.

Capture developing diseases using everday technology

BioTrillion is focused on aggregating LIFEdata generated by these sensors with retrospective, labelled medical data, and training BioEngine4D through machine learning and artificial intelligence to statistically and digitally detect developing diseases and disorders.

Transfer Lifedata to BioEngine4D and into Medical Data

BioEngine4D is being developed as a much-needed affordable, convenient, continuous, contextual, and objective health technology solution — for Consumers.  We aim to augment Consumer's own self-healthcare abilities, helping bridge the gap between the Medical and Life settings.  Afterall, no one will care more for your health than yourself.

Novel technologies that have been synergistically applied to traditional domains have yielded entirely new possibilities to solve old problems in new ways.  We see an inflection point in the future where the health value of data generated in the Life setting will exceed that of data generated in the Medical setting.  And where Health solutions will be oriented around accessibility, timeliness, and quantitatively enhanced outcomes.  Solutions that — in retrospect — will make us realize that our health had been "in the dark" 99% of the time.

We believe that Data from Life should be Data for Life.


More about BioEngine4D

About BioTrillion

BioTrillion, Inc. was formed in December 2017 and is headquartered in San Francisco, CA. Our corporate counsel is Latham and Watkins.  We are reimagining Life Sciences through the principles of many sciences.

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