For functional medicine practices

Build personalized functional medicine protocols at scale

Florence reads each patient's labs, intake, and history, surfaces the root-cause patterns, and drafts protocol-aligned plans your clinicians review and approve, so personalized care keeps pace with your caseload.
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Built on 1.6M+ longitudinal patient records
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Trusted by health systems, HMOs, and preventive care clinics worldwide
Niche Medical
Well Health
ISSCA
Clalit Health
Maccabi Healthcare Services
Quantum Longevity AI
Longevitas Health
Xone Precision Medicine
Niche Medical
Bienesta
Check Point
PrimaryMD
Soffer Longevity
Life Hack Longevity Clinic
Salveo Direct Care
Velocity Health

From data pileup to root-cause care

Three places functional medicine practices lose hours today, and how Florence gives them back.
Functional medicine lab data
Endless lab data to reconcile
Reads every lab panel in under a minute
Florence reads every panel in under a minute
Time building functional medicine protocols
Protocols take hours to build
Personalized protocols drafted in minutes
Draft personalized protocols in minutes
Personalized care depth declining at scale
Depth gets harder as you grow
Consistent personalized care at every visit
Consistent, personalized care at every visit

The root-cause synthesis behind every functional medicine protocol

Dashboard showing cardiovascular biomarker risk trends.
Longitudinal synthesis
Florence brings each patient's labs, intake, wearables, and visit history into one continuous timeline, updated as new results arrive. Your clinicians see how every system is trending, patient by patient.
Risk modelling
Modernized risk models for cardiovascular, metabolic, cognitive, and kidney health, retrained on contemporary longitudinal data. Florence flags meaningful shifts early, often while labs still read inside the normal range.
Drafting and care plans
Root-cause summaries, draft visit notes, and personalized protocols, assembled from each patient's own data and aligned to your clinic's standards. Your clinicians edit and approve every plan before it reaches the patient.
Prioritization
Florence surfaces what's changed since the last visit, which patients need attention now, and the next steps that fit your protocols, so your team spends its hours on care instead of chart prep.

A systems-level view of every patient, built for root-cause care

Overview
Systems
Biomarkers
Lifestyle

Where each patient stands across every system

Biological age, the root-cause drivers behind it, and the supplement and lifestyle interventions most likely to move the needle. Florence highlights what changed since the last visit and what's worth your attention now.
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System-by-system risk, with validated models

Cardiovascular, metabolic, cognitive, and kidney risk scored against validated frameworks like CANRISK and ADA, with trajectories that show which systems are trending the wrong way, so you can intervene at the root before thresholds are crossed.
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Health dashboard showing scores for general, metabolic, brain, heart, and immune health with key metrics like cholesterol.

Every functional lab, organized for root-cause decisions

Florence pulls biomarkers from every uploaded panel and organizes them by system: CBC, comprehensive metabolic, lipids, hormones, thyroid, inflammatory markers, and immunology. See what's out of range, what's trending the wrong way, and where the root cause likely sits.
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Wearables and lifestyle signals, alongside every lab

Steps, sleep, heart rate, recovery, continuous glucose, and more, pulled from the wearables your patients already use, from Apple Watch and Oura to Dexcom and Freestyle Libre, so the lifestyle interventions you prescribe show up in the data between visits.
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Florence, the clinical AI built for root-cause medicine

Why Florence is different
Florence is patient-ready and answers only what evidence-based medicine supports, scoped to your clinic's protocols. Built on three decades of complete medical records, she traces how each patient's systems change over time, the longitudinal picture root-cause care depends on.
10,000+
Clinically validated studies
1.6M+
Longitudinal patient records
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Summary of lab results highlighting key findings, risk scores, and recommendations for continued care.
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Built into how your clinic works
Florence sits inside every patient record, every lab review, and every protocol decision. Ask her a question, attach a panel, or pull a prompt and she answers grounded in your clinic's standards.
Grounded in evidence, bound to your clinic's protocols
Surfaces meaningful change across systems and over time
Drafts summaries, notes, and personalized protocols for your review
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Trusted by functional medicine leaders

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"You get a holistic picture that makes the diagnosis clearer."
Barbara Ann Bernard
CEO, Quantum Longevity AI
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"Longevity AI is the core of precision medicine."
Dr. Rohan Bissoondath
Medical Director, XONE Precision Medicine
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"Integrates everything and makes it understandable to clinician, patient."
Dr. Ariel Soffer, MD, FACC
Soffer Health Institute
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"Preventing disease before it starts. This is the next frontier of medicine."
Dr. Grant Meek
Medical Director, WELL Longevity Centres
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"We see Florence AI as a pivotal part of what we're offering to our patients."
Dr. Brian S. Cornblatt
Director, Personalized & Precision Medicine
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"Saves me time and helps me have more meaningful conversations."
Dr. Ingemaud Gerber
Medical Director, Inliv
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"Bridges the gap between advanced diagnostics and real application."
Seamus Sullivan, CSCS, NBC-HWC
Performance Health Specialist
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"Medicine used to look at lifespan, and longevity looks at healthspan."
Dr. Danny Johnson
Chief Medical Officer, Quantum Longevity AI

The clinical report your patients actually take home

From full workup to finished report in seconds
Florence drafts a complete clinical report in under 10 seconds. Review and approve before it goes out.
A health story they can actually follow
Every patient walks out with their full health picture, their trajectory, and specific actions tied to their own data.
Branded and built for your practice
Fully white-labeled with your clinic's branding. Customize sections, interventions, and the opening letter to fit your practice.
Up to 100 pages of clinical depth
Biological age, validated risk scores, longitudinal trends, your personalized protocol with supplement and lifestyle steps, physician notes, and the full lab panel in one PDF.
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Upload every functional panel, intake form, and outside record

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Drag and drop, anywhere
Drop files from anywhere in the dashboard and Florence routes them
Uploading interface showing files under Charles Raymond with status buttons for Body Scans and Lab Test.
Florence reads every file
Biomarkers, summaries, and highlights extracted in under a minute
Digital blood test report showing Complete Blood Count and Immunology results with detail pages.
Built-in review queue
Lab results and exams flow into a clean review queue
Medical data table showing biomarker values for white blood cells, lymphocytes, and basophils over dates.
Diagram of Florence's clinical workflow steps

Extend your care beyond the clinic with the patient app

  • Share new lab results, exam findings, and visit summaries with patients instantly
  • Track lifestyle and wearable signals before and between visits
  • Deliver personalized protocols and doctor's notes straight to the patient
  • Sync your patient's wearables data into your care view
  • Let patients ask Florence questions about their data, their plan, and their results
  • Send intake forms and questionnaires patients can easily complete from their phone
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Integrate every signal in one place

Longevity AI pulls data from your EMR, your labs, and your patients' wearables into a single view.
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Functional medicine questions, answered

What functional medicine clinicians ask before getting started
Is Longevity AI a good fit for a functional medicine practice?

Yes. Longevity AI is built for root-cause, systems-based care. Florence reads each patient's labs, intake, and history, organizes biomarkers by system, and surfaces the patterns behind a presentation, so your clinicians can build personalized protocols faster while keeping the longitudinal detail functional medicine depends on.

Can Florence build personalized functional medicine protocols at scale?

Yes. Florence drafts personalized protocols from each patient's own data, aligned to your clinic's standards, with supplement and lifestyle steps your clinicians edit and approve before anything reaches the patient. A growing practice can deliver the same depth of personalized care across every clinician and every visit.

Which labs, wearables, and records does it work with?

Florence reads uploaded lab PDFs from any provider and organizes biomarkers by panel: CBC, comprehensive metabolic, lipids, hormones, thyroid, inflammatory markers, and immunology. It also pulls from your EMR and the wearables your patients already use, including Apple Watch, Oura, Dexcom, and Freestyle Libre.

How does it turn lab and intake data into a patient-ready report?

Florence drafts a complete, white-labeled report in under 10 seconds: biological age, validated risk scores, longitudinal trends, and the personalized protocol, in one PDF. Your clinicians review and approve before it goes out, and each patient leaves with a health story they can actually follow.

Does Florence replace my clinical judgment?

Florence augments your team. She handles the synthesis, reading labs, tracking trajectories, and drafting summaries, notes, and protocols, while your clinicians review, edit, and approve every output before it enters the chart or reaches the patient. The clinical judgment stays yours.

How is this different from an AI scribe or generic medical AI?

Longevity AI is a clinical intelligence platform for proactive, preventive care, built on 1.6 million longitudinal patient records and 10,000+ clinically validated studies. Florence interprets how each patient's systems change over time and flags emerging risk early, the root-cause depth functional medicine needs, scoped to your protocols and your oversight.

Is patient data secure and HIPAA compliant?

Yes. Patient data is encrypted in transit and at rest, and Longevity AI complies with HIPAA and follows industry-leading privacy and security standards, so clinical data stays protected end to end.

How fast can we get started, and does it fit our EMR?

You can start with a free 14-day trial and upload patient data right away. Florence is EMR-native, working inside your existing workflow and guided onboarding gets your clinic running without a heavy IT lift.

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Bring preventive care to your clinic

See how Longevity AI fits into your clinic and starts working from day one.
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