Abundant health through autonomy

Continuity builds physical intelligence for human health that continuously decodes molecular signals inside the body, interprets them in real time, and autonomously takes action to protect and enhance human life. 

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MIT spin-off
San Francisco, CA
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Modern healthcare is defined by scarcity. Care is strictly rationed because there are not enough clinicians and resources. Millions of people lack access to the care they deserve. Continuity builds autonomous systems that make personalized care and health abundant at scale.

The autonomous loop

SENSE
Continuous molecular sensing

Our interface tracks dozens of blood biomarkers in real time, directly from the body, without a blood draw.

REASON
Models that understand and predict trajectory

Continuous data lets AI simulate health trajectories, responses, and outcomes at the individual level.

INTERVENE
Closed-loop modulation

Interventions are delivered autonomously and adjusted in real time based on their effects.

Platform

SENSING LAYER

Molecular signals streamed live

A bioprotonics sensing array reads blood biomarkers directly and continuously. Where a lab panel captures only the time point of sampling, the array returns a curve of the levels over time.

REASONING LAYER

A model of one person, updated by the second

Continuous data lets AI learn an individual's baseline and normal range, then flag deviations well before any population-based model would register an issue.

INTERVENTION LAYER

Closed loop, not an alert

The system acts on the live data stream and intervenes in real time. Because it keeps monitoring, it can track the response and adjust continuously.

Where we are

ORIGIN

An MIT spin-off with deep expertise in molecular sensing, engineering, and data science.

BACKING

Backed by leading founders and executives in health, and working with world-leading clinicians and scientists.

HIRING
Our mission is to make health abundant. We are always open to hiring exceptional people across all roles,
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Built by engineers and scientists from
MIT Caltech Berkeley Lab Google X Medtronic Seer Biolinq MIT Caltech Berkeley Lab Google X Medtronic Seer Biolinq

Writing

All writing →
Essay Apr 2026
The Body-Computer Interface

Within a decade, the doctor visit will be a distant memory.

Essay Jan 2026
Interfacing human health and machine intelligence

As machines surpass human capabilities in medical reasoning, the bottleneck of healthcare shifts.

Health should be abundant, and it will be.

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