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Further Health

Health, further.

The health data you already have, scattered across wearables, labs, records, and your genes, read together as one private, personalized second opinion.

Local-firstAES-256-GCM vaultDeterministic PII firewall

Observations to raise with your clinician. Informational only, not medical advice.

The problem · fragmentation

We have more health data than ever, scattered across sources, yet none of it is actionable.

Apple Watch

58ms

HRV · 7-day avg

“Why did this drop?”

Oura

72

Sleep score

“Is this normal for me?”

Quest / LabCorp

14ng/mL

Ferritin · low

“Should I worry?”

MyChart / Epic

4.5mIU/L

TSH · trending up

“Has it been climbing?”

23andMe

CYP2C19

Pharmacogenomics

“Does this affect my Rx?”

Is my HRV crashing because my ferritin dropped?

The data exists. The answer doesn't, and you're the one left to connect it.

Why this matters

Your health is a puzzle, and you’re holding half the pieces. With half, you guess. Read together, the picture is obvious.

Why Further Health

How it works

Every health marker, unified into one private profile.

Further Health brings in each major kind of consumer health data and reads them together. Most apps cover one slice. Further covers the whole picture and runs the analysis mainly on your own devices.

The core loop

  1. Connect
  2. Understand
  3. Act
  4. Track
  5. Improve

A second-opinion engine, not another dashboard.

Ranked hypotheses with confidence levels, supporting evidence drawn from your own data, and clear next steps. Observations to discuss with your clinician, not a diagnosis.

Further Genomics

The deepest layer: your DNA, read on your own Mac, with the positions your chip missed filled in.

further.health/me
Tier 1 · local

Today, Alex. 1 thing to look at.

Cross-signal · Apple Watch + Quest · confidence 0.74

Your HRV suppression correlates with low ferritin over the last 90 days. Worth a follow-up panel.

Vitals · last 90 days

Ferritin

14ng/mL

↓ 38% · flag

HRV

58ms

↓ 11% · watch

TSH

4.5mIU/L

↑ 22% · watch

LDL-C

94mg/dL

— · stable

Top hypothesis · Bayesian state · gathering evidence

H-001 · Iron-deficient autonomic stress

conf 0.74

Declining ferritin (90d) may track with reduced oxygen delivery, HRV suppression, and a rising resting heart rate. A follow-up panel with your clinician (CBC + reticulocytes) would help clarify it.

Privacy & security

Privacy is architectural, not aspirational.

01 · Storage

Two-tier encrypted vault, on your own devices.

Tier 1 holds your full health record, encrypted column-by-column with AES-256-GCM under a KEK/DEK split derived from your passphrase. Tier 2 is a one-way pseudonymized copy, and the only data premium AI features can see.

Cipher
AES-256-GCM
KDF
Argon2id
Password rotate
re-wrap DEK in ms

02 · Egress

Deterministic privacy filter on every outbound call.

A regex-based firewall, hardened by clinical BERT and RoBERTa NER models as advisory cross-checks. ML never makes the privacy decision. The gate is deterministic. Any layer detecting PHI hard-blocks.

Primary
regex (deterministic)
On detect
hard-block
Fallback
BERT · RoBERTa · heuristic

03 · DNA privacy

Your DNA is your fingerprint and stays on your device.

Genomes can never be revoked or changed. Further parses your raw file locally and reads only the SNPs needed for analysis. Your raw data is never uploaded, never logged, never shared. Same SNP, same finding, every time.

Parsing
local-only · raw file never leaves device
SNPs
711 read · 81 active risks
Pharmacogenomics
229+ drugs across 19 enzymes

“These protections ship in the app today. They are how it works, not a promise about how it might.”

How it compares

Most health apps cover one or two slices. Further reads them together.

Capability
WHOOP Advanced Labs
Wearables + labs
InsideTracker · Function
Lab-centric
23andMe
DNA-centric
Apple Health
Distribution
Further Health
Synthesis
Wearables + labs + records + DNA~~
Cross-signal hypotheses with confidence~
Local-first, end-to-end encrypted vault~
Deterministic genetic + Rx engine~
Action layer · labs · prescriptions~
No third-party data brokers~~

Swipe → to compare Further Health

See your own health, read as one.

Further Health is available now for Mac and iPhone. Bring your wearables, labs, records, and genes together, and see the patterns that only show up when something finally reads them side by side.