Lab Agent · early-stage MVP · invite-only beta

Your labs, followed up. Not just read once.

The Lab Agent reads each new blood test, compares it with your last one and your DNA, checks the research, and keeps a plan you can act on.

Next time you upload a lab, it checks whether the plan worked and changes it. It never diagnoses and never suggests doses or treatment changes; anything clinical becomes a question for your clinician.

The demo uses a fictional person's synthetic data. No sign-up, no password; your copy is deleted after 7 days.

01 · How the agent works

Seven steps every time a new lab arrives.

The steps are fixed in code and always run in the same order. A language model only helps phrase the result in plain words; it does not choose what the agent does.

  1. 1
    Read your lab file

    Pulls the text out of the PDF your lab sent and picks out the markers it knows, such as vitamin D, LDL cholesterol or homocysteine.

  2. 2
    Compare with your last lab

    Checks each marker against its reference range and against your previous result: in range or not, up or down.

  3. 3
    Check your last plan

    Did the markers you worked on move, and did you keep the habits? Each habit is kept, swapped or retired based on that.

  4. 4
    Link changes to your DNA

    Looks for gene variants you carry that research relates to the changed markers. A link means "related", never "caused".

  5. 5
    Check the research

    Searches PubMed and Europe PMC and checks each paper against each claim. A habit is marked "Cited" only when the papers support it; otherwise it stays a hypothesis.

  6. 6
    Plan next steps

    Small daily habits, a repeat test with a date, and questions for your clinician. Fixed rules decide which is which.

  7. 7
    Set up your plan

    Adds the habits to your tracker, schedules repeat-test reminders, and prepares a short sheet to bring to your next appointment.

Screenshots from the live demo with synthetic data. Not a real patient.

02 · Part of the app

One app. The agent is the part that follows up.

The Lab Agent is a tab of the VitaCrypt app. The app keeps your health file and matches it to research; the agent checks each new lab and keeps a plan with you. Its plan shows up on Today, in Habits and in Trends.

Without the agentWith the Lab Agent
MemoryA snapshot of today's dataKeeps every lab, plan and habit it suggested
PlanRecommendations to readHabits in your tracker, repeat tests with dates, clinician questions
Follow-upNone until you ask againReminds you when a repeat test is due
LearningStarts fresh each timeChecks the next lab against the plan and adjusts it
03 · What it never does

Reference, not prescription.

The Lab Agent is not medical advice and is not a medical device. Every sentence the model writes passes a guard that blocks personal doses, medication changes and diagnoses; if it fails, a fixed template is used instead.

NeverDiagnoses a condition or tells you what a result "means" for your health.
NeverSets a dose for you, or tells you to start, stop or change a medicine.
ReferenceWhere official guidelines exist, such as NIH reference intakes, shows them with the source, plus food sources and research context.
InsteadClinical topics become neutral questions for your clinician, on a sheet you can bring along.
04 · Privacy, in plain words

What happens to your data, honestly.

  1. 1
    The demo is synthetic

    The live demo runs on a fictional person's data. Each visitor gets a private copy that is deleted after 7 days.

  2. 2
    The model sees a coded minimum

    Only coded facts go to the language model, such as "vitamin D, low, steady" and a gene code. No name, email, exact values or file text.

  3. 3
    Logs carry no content

    The agent's step log records which step ran, when and how long it took. No values, no prompts.

  4. 4
    Encrypted at rest

    Health data is stored encrypted under a per-user key held by our server. Deleting your data destroys that key.

  5. 5
    Real labs are invite-only

    Uploading your own lab results is open only to approved beta members. The demo cannot upload files.

05 · Live demo

See it run in about three minutes.

Follow Alex, a fictional person with a year of synthetic lab history: a new lab arrives, the agent explains what it will do, searches the research while you watch, plans habits and questions, and eight weeks later checks whether the plan worked.

Recorded in the live demo, 2:55, English captions. Synthetic data, fictional person, early-stage MVP, not medical advice. Press kit
Lab Agent tab in the demo with dated synthetic lab reports
Demo with synthetic data, deleted after 7 days.

Try it on a fictional person now. Use your own labs when you are invited.

The live demo needs no sign-up. Real lab uploads are open to approved beta members.