Good morning, Isabela.
Ask TAO anything about your health.
"TAO doesn't track health. It maps the human system."
Symptoms appear in one layer. Root causes live in another. TAO detects both — and maps the connections between them.
TAO is not asking questions.
It is reconstructing the human system.
It is reconstructing the human system.
60 questions · 10 pillars · your root cause map
TAO Human System Model — 10 Core Pillars
🧬Biological / Physical
Body composition · energy · pain · hormones · gut · sleep quality
Often where symptoms appear
⚡Nervous SystemROOT CAUSE
Stress baseline · fight/flight · recovery capacity · burnout signals
Often the real root cause
💜Emotional Processing
Suppression vs expression · unprocessed grief · reactivity · resilience
Links to immune, skin, inflammation
🧠Cognitive / Mental
Clarity · focus · overthinking · decision fatigue · cognitive load
Often a symptom layer, not root cause
🏃Behavioral / Lifestyle
Sleep habits · movement · nutrition patterns · daily routines
Behavior = expression of deeper systems
🤝Social / Relational
Depth of relationships · conflict · feeling seen · loneliness · boundaries
Drives stress, hormones, longevity
🌱Purpose / Meaning
Sense of direction · values alignment · fulfillment vs emptiness
Lack of purpose → fatigue, burnout
🌿EnvironmentalROOT CAUSE
Light exposure · sleep environment · toxins · EMF · nature access
Often a hidden root cause
🏛️Financial / Security
Financial stress · stability perception · control over life · autonomy
Chronic stress driver
🪞Identity / Self-PerceptionDEEP ROOT
Self-worth · internal narrative · beliefs · sense of agency
Drives behavior, growth, and healing
Example cause → effect pathways
Nervous system dysregulation
→
skin inflammation, fatigue, hormonal disruption
Financial stress
→
poor sleep → low recovery → glucose dysregulation
Lack of purpose
→
low energy → poor habits → inflammation
Identity / self-worth
→
behavior choices → recovery → healing capacity
Your health dashboard
Good morning,
Isabela
82
Health score
ⓘ How is this calculated?
You're doing well overall.
One thing to focus on today 👇
One thing to focus on today 👇
Today's priority
Get 10 minutes of sunlight before 9am. This one habit is connected to your glucose, energy, and sleep all at once.
This week's report
Your weekly health insight — delivered Sunday
Prep for my appointment
Brief ready for Dr. Al-Rashidi in 2 days
Find a specialist
Matched to your data — not just your postcode
My health story
See how far you've come since November
Today's health habits
Morning sunlight (10 min)
Before 9am
✓
Magnesium glycinate (400mg)
Before bed
Protein-first breakfast
Within 1hr of waking
10 min walk after lunch
After main meal
Isabela Ududec
Health OS · Score 82/100 · 7 streams live
Mar 14, 2026
Fasting glucose
101 mg/dL
Ref: 70–99 · ADA prediabetes
↑ +7 over 6mo
AM Cortisol (serum)
22 µg/dL
Ref: 6–23 · Upper boundary
→ HPA axis load
Ferritin
18 ng/mL
Ref: 12–150 · Func. <30
↓ Suboptimal · act
HRV (Oura 30d avg)
63.8 ms
Baseline: 54ms pre-Mg
↑ +18% on MgGly
TSH
2.1 mIU/L
Attia optimal: <2.5
✓ Optimal
LDL / ApoB est.
98 mg/dL
ApoB ~78 mg/dL est.
✓ Protect this
Active thinker lens
Each thinker lens reframes your data through a different evidence-based paradigm — from metabolic precision to functional medicine. Select one to see how that framework interprets your current results and what it would prioritise.
🧠 Huberman · circadian + metabolic
Cortisol peak is well-timed (22 µg/dL at 8am = appropriate) but sleep anchor inconsistency (68% adherence to target wake time) is the upstream driver of glucose dysregulation. Morning light within 30 min of waking sets the cortisol rhythm → delays insulin resistance onset. Zone 2 fasted exercise before 9am shows 22% lower post-lunch glucose in your Oura data.
Cross-discipline patterns
23 detected
Cortisol → Glucose → Sleep triad
87% conf.
AM cortisol suppresses insulin sensitivity → post-lunch CGM peak 142 mg/dL → HRV drop 2h later (Oura) → sleep fragmentation prevents cortisol clearance. Loop confirmed across 47 nights.
BloodworkOura HRVJournal
L4–L5 inflammation × HRV × sleep
74% conf.
Physio Jan: L4–L5 facet irritation. HRV drops 22% on nights post prolonged sitting. Systemic inflammatory load elevating baseline cortisol.
Physio notesOura
MgGly 400mg → HRV +18% (47 nights)
91% conf.
HRV baseline 54ms → 63.8ms since Nov supplement log. Statistically significant correlation. Causality direction: magnesium → improved parasympathetic tone → HRV increase.
Supplement logOura
WEEKLY INSIGHT REPORT · Mar 10–15, 2026
You've made real progress this week — and one thing needs your attention.
Generated Sunday · Based on 7 data streams
What changed this week
Sleep improved. You averaged 7.2 hours with 78% efficiency — up from 68% six weeks ago. Your magnesium is working.
Blood sugar is creeping up. Fasting glucose hit 101 mg/dL this week — slightly above ideal. The trend has been gradual since September. Worth discussing with Dr. Al-Rashidi on Tuesday.
HRV holding steady. 63.8ms average — your best sustained stretch since starting magnesium in November. Keep going.
This week's priority
Your appointment with Dr. Al-Rashidi is in 2 days. TAO has already built your brief — 3 lab flags, 4 prepared questions, full history pulled. You just need to show up.
WEEKLY PATTERN REPORT · Mar 10–15, 2026 · 7 data streams
HRV baseline stabilized. Glucose trend warrants intervention decision point.
87 data points · 4 pattern shifts · 2 clinical flags
Metrics this week
63.8
HRV avg (ms)
+18% vs Nov
101
Fasting glucose
↑ trend 6mo
78%
Sleep efficiency
+10pp vs Oct
22
Cortisol (µg/dL)
Upper boundary
18
Ferritin (ng/mL)
Functional deficit
1.8
CRP (mg/L)
Mildly elevated
Pattern highlights
Huberman lens: Sleep anchor adherence 68% → 74% this week. Circadian cortisol rhythm improving. AM light protocol compliance: 5/7 days.
Glucose pattern: Post-lunch spike 142mg/dL Tuesday correlated with prolonged sit (4h no movement). Zone 2 sessions Mon/Wed showed 22% lower afternoon glucose.
Maté pattern: HRV lowest on high-meeting-count days (3+ hrs in calls). Autonomic nervous system reads workload as threat signal. Somatic load non-trivial.
Attia longevity: 6-month glucose slope +1.2mg/dL/mo → HbA1c trajectory projects 5.8–6.0 by Q4 2026 without intervention. Decision point: Tuesday appointment.
Clinical priority this week
Glucose trend has reached the intervention decision point. SOAP brief prepared for Dr. Al-Rashidi — see Appointment Prep. Recommend: HbA1c + 2h OGTT addition to Tuesday draw.
3 things to tell your doctor
Blood sugar
101 mg/dL — slowly rising since September
Energy levels
Fatigue most days, especially afternoons
Sleep
Improved — now 7.2h average, up from 6.1h
3 questions to ask
Should we check HbA1c and a 2-hour glucose test given the rising trend?
My iron stores are 18 ng/mL — is that connected to my fatigue? Can we target above 30?
Is there anything in my results that could explain why stress affects my blood sugar so directly?
⚕️ AI-generated prep based on your data. Review with clinical judgment. Not a substitute for your doctor's assessment.
NEXT APPOINTMENT
Mar 18 · 10:30am · 2 days
🏥
Dr. Aisha Al-Rashidi · Mediclinic DIFC
Endocrinologist · DHA reg. #4521-E
⚡ Auto-prepared 48h before appointment
Labs · wearables · notes · all sources included
SOAP BRIEF — Prepared by TAO
Subjective
Fatigue, afternoon energy crash, mild brain fog. Sleep improved since Nov MgGly protocol. Stress: high (executive role, frequent travel).
Objective
FG 101 mg/dL (↑7 in 6mo) · Cortisol 22 µg/dL · Ferritin 18 ng/mL · HRV 63.8ms (↑18% MgGly) · CRP 1.8 · TSH 2.1 · LDL 98 · ApoB ~78
Assessment
HPA-axis mediated insulin resistance pattern. Ferritin functionally deficient. OCP discontinued Jul 2025 — undocumented at Mediclinic.
Plan (suggested)
HbA1c + 2h OGTT · Ferritin target >30 ng/mL · Iron bisglycinate 25mg + C · Fasting lipid with ApoB · Consider CGM 2-week trial
Clinical questions (patient voice)
My fasting glucose has risen from 94 to 101 over 6 months without dietary changes — CGM shows the spikes are cortisol-driven, not food-driven. What's the clinical threshold for action?
Ferritin 18 ng/mL is "in range" but I'm seeing fatigue patterns that align with functional deficiency below 30. Can we target 50+?
I discontinued OCP in July 2025 — no record at Mediclinic. Could hormonal rebalancing be contributing to the glucose trend?
AI SPECIALIST MATCH
4 specialists matched to your health data
Not just doctors near you — doctors who have helped people with your specific pattern.
🏥
Dr. Aisha Al-Rashidi
Endocrinologist · Mediclinic DIFC
94% match
Already seeing her. Your data is already prepared. She has seen 47 patients with similar glucose-cortisol patterns in the last 12 months.
⭐ 4.9 · AED 450/visit · Mediclinic DIFC
🧬
Dr. Layla Hassan
Functional Medicine · Wellbeing
91% match
Specialises in HPA-axis dysregulation and metabolic patterns in executive women. Integrated approach that addresses root cause, not just numbers.
⭐ 4.8 · AED 650/visit · Dubai Hills
COHORT-MATCHED SPECIALIST RANKING · 4 results
Matched on: glucose pattern + cortisol load + ferritin deficit + Dubai
Match algorithm: symptom overlap · lab profile · outcome data · geographic availability. Referral fee disclosure: TAO earns AED 0 on these recommendations.
🏥
Dr. Aisha Al-Rashidi
Endocrinology · DHA #4521-E · Mediclinic
94%
Current provider. Outcome data: 78% of cortisol-glucose patients in her cohort resolved IFG within 90 days with lifestyle protocol. Accepts FHIR data pre-visit.
🧬
Dr. Layla Hassan
Functional Medicine · DHA #8834-F
91%
Integrative approach to HPA dysregulation in executive women. Outcome data: ferritin + cortisol co-protocol resolved fatigue in 83% of matched cohort within 12 weeks.
🔍 Match methodology: symptom-vector cosine similarity across 12,400 cases · lab profile Euclidean distance · outcome-weighted ranking. Evidence tiers: A (RCT) · B (observational) · C (community). TAO earns no referral fee.
Your Health Story
The moments that shaped where you are now
YOUR JOURNEY · Sept 2024 → Mar 2026
From exhausted and undiagnosed to a pattern finally understood
6 turning points · 18 months · your data, your story
Sep '24
Started feeling off — couldn't explain why
Energy crashes every afternoon. Three doctors said bloodwork was "normal." You trusted the tests over yourself.
Nov '24
⭐ Started magnesium glycinate at night
Small change. Big ripple. Sleep latency dropped from 42 to 28 minutes within 3 weeks.
→ HRV improved 18% over the next 47 nights
Jan '26
Physio found a back issue nobody connected to the fatigue
L4–L5 irritation. Low-grade inflammation that was quietly draining your recovery every night.
→ HRV drops 22% on days after prolonged sitting
Mar '26
Blood test connects the dots
Glucose, cortisol, ferritin — three numbers telling one story: stress → metabolism → recovery. TAO found the pattern no single doctor saw.
→ Appointment with Dr. Al-Rashidi in 2 days
+ Add a moment to your story
Health Narrative
Longitudinal · Data-anchored
CLINICAL TIMELINE · Sept 2024 → Mar 2026
Isabela Ududec — Longitudinal Pattern Analysis
18 months · 6 data streams · 4 framework lenses
Sep '24
Baseline — symptom onset
FG 94 mg/dL · HRV 54ms · Sleep efficiency 68% · Cortisol 22 µg/dL · Fatigue NRS 6/10
Nov '24
⭐ MgGly 400mg initiated
Protocol start: 400mg magnesium glycinate nocte. HRV baseline: 54ms.
→ HRV: 54ms → 63.8ms (+18%) over 47 nights · Sleep latency: 42min → 28min · Effect size: significant
Jul '25
OCP discontinuation — undocumented
Oral contraceptive discontinued July 2025. Not recorded at Mediclinic. Hormonal transition period. Glucose trend onset correlates (±2 months).
→ Data gap: endocrine context missing from all provider records
Jan '26
L4–L5 facet irritation identified
Emirates Physio Jan 22. Musculoskeletal inflammatory load. Systemic CRP elevation correlation: 1.8 mg/L. HRV suppression: −22% post prolonged sitting.
→ Confounding variable for fatigue attribution
Mar '26
CBC — intervention decision point
FG 101 mg/dL (+7 from baseline) · Ferritin 18 ng/mL · Cortisol 22 µg/dL. HbA1c + OGTT indicated. Appointment Mar 18 with Dr. Al-Rashidi.
→ Full FHIR R4 bundle prepared for handoff
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Dr. Aisha Al-Rashidi · Mediclinic
Endocrinologist
Labs ✓Wearable ✓Journal ✗Imaging ✗
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Documents (47)
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Complete Blood Count — Mar 10, 2026
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Ask about your health
Your AI advisor knows your full health history. Ask anything — in plain language.
Why am I tired all the time?
What should I eat for my glucose?
Explain my blood test simply
What is HRV and why does it matter?
Good morning, Isabela. I've reviewed your latest CBC (Mar 10), physio notes (Jan), and Oura data (30-day window). Primary pattern identified: cortisol–glucose–sleep triad (87% confidence across 47 data points). HPA axis dysregulation is upstream of all three flagged markers.
Current active frameworks: Huberman · Glucose Goddess · Maté. Ready to run cross-framework analysis on any query.
Current active frameworks: Huberman · Glucose Goddess · Maté. Ready to run cross-framework analysis on any query.
🧠 Huberman🍬 Glucose Goddess💜 Maté
Explain the cortisol–glucose–sleep connection in my data
AM cortisol 22 µg/dL (upper normal) suppresses insulin receptor sensitivity 6–10am. Your CGM shows fasting glucose rising to 142 mg/dL by 8:30am — before first meal. This is cortisol-driven, not food-driven.
Causal chain:
Cortisol ↑ → insulin sensitivity ↓ → fasting glucose ↑ → steep insulin response → reactive hypoglycemia 12pm → cortisol release (stress response) → Oura HRV crash −22% at 2pm → cortisol delays sleep onset → mean sleep latency 34 min on high-cortisol days vs 14 min baseline → fragmented sleep prevents cortisol clearance → loop resets.
Intervention target: Sleep anchor consistency (currently 68% adherence → target 90%). This is upstream of every other metric.
Causal chain:
Cortisol ↑ → insulin sensitivity ↓ → fasting glucose ↑ → steep insulin response → reactive hypoglycemia 12pm → cortisol release (stress response) → Oura HRV crash −22% at 2pm → cortisol delays sleep onset → mean sleep latency 34 min on high-cortisol days vs 14 min baseline → fragmented sleep prevents cortisol clearance → loop resets.
Intervention target: Sleep anchor consistency (currently 68% adherence → target 90%). This is upstream of every other metric.
🧠 circadian cortisol🍬 spike pattern⚙️ metabolic precision
Your Results, Explained
In plain language, without the jargon
Blood test · Mar 10, 2026 · Plain English
Most things look good. Three numbers are worth your attention.
Blood sugar
101 — slightly high
A normal reading is below 99. Yours is just above. It's not diabetes — but it's a signal to take action now. The good news: this is very fixable with simple daily habits.
Iron stores (ferritin)
18 — lower than ideal
Technically within the "normal" range, but your doctor's normal range is very wide. Below 30 is where fatigue, brain fog, and feeling cold start. This is likely a big piece of your tiredness.
Stress hormone (cortisol)
22 — at the upper edge
Your stress system is working hard. This affects your blood sugar, your sleep, and your energy. It's connected to everything else — addressing it has a ripple effect.
Everything else
All good ✓
Thyroid, cholesterol, heart markers, immune system — all looking healthy. This is a real strength to build on.
3 things to do this week
1
Morning sunlight. 10 minutes outside before 9am. Free, fast, and helps your blood sugar, stress, and sleep all at once.
2
Ask your doctor about iron. Request ferritin to be raised above 30 ng/mL. Iron bisglycinate + vitamin C works well — confirm with your doctor or pharmacist first if you're on any medications.
3
10-minute walk after lunch. The single most effective thing for blood sugar after eating. No gym required.
⚕️ This is an AI-powered analysis to help you understand your results, not medical advice. Always discuss with your doctor.
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✦ Holistic synthesis · 7 frameworks
Your bloodwork tells a story no single doctor saw
All 5 frameworks agree: Cortisol–glucose–ferritin pattern is interconnected. Treating in isolation produces partial results. Simultaneous intervention required.
Unanimous root cause: HPA axis dysregulation — chronic stress response — is upstream of glucose dysregulation and ferritin depletion.
Frameworks diverge: Intervention sequence. Western/longevity: address glucose first. Ayurvedic + functional: address Vata imbalance and gut absorption before supplementing ferritin.
Highest priority: Ferritin 18 ng/mL is functionally deficient across every framework. Unanimous: immediate action required.
🔬 Western🌿 Functional
⚙️ Longevity🌏 Ayurvedic🍊 Nutritional
🔬 Western
🌿 Functional
⚙️ Longevity
🌏 Ayurvedic
🍊 Nutritional
📋 Complete Blood Count — Mar 10, 2026
3 flags
Fasting Glucose101 mg/dL ⚠️
ADA: impaired fasting glucose (100–125 = pre-diabetes risk). 6-month upward trend: 94→101 mg/dL (+1.2/mo). HbA1c, 2h OGTT recommended. Metformin consideration post 90-day lifestyle trial.
🍬 Glucose Goddess: spike pattern > fasting number. CGM shows 180+ mg/dL post-meal peaks. · ⚙️ Attia: metabolic inflection point. Zone 2 is the intervention.
AM Cortisol (serum)22 µg/dL ↑
Upper boundary (6–23 µg/dL). HPA axis load pattern: evening fatigue, sleep fragmentation, midday energy crash. 24h urinary cortisol if symptoms persist. Rule out subclinical Cushing's with 1mg DST.
💜 Maté: "Chronic stress response rewires the HPA axis — this is history, not just chemistry." · 🧠 Huberman: morning light + consistent wake time reset cortisol rhythm.
Ferritin18 ng/mL ↓
Within range (12–150) but functional threshold for symptoms: 30+ ng/mL. Correlates with fatigue, cold intolerance, slow HRV recovery. Gut absorption pathway evaluation indicated.
🌿 O'Neal: "Ferritin <30 is functionally deficient despite being 'in range'." · 🏋️ Vonda Wright: "Suboptimal ferritin = impaired O₂ delivery = training plateau."
CBC, Lipids, TSHAll within range ✅
Hgb 14.2, WBC 6.8, TSH 2.1 (Attia optimal: <2.5), TC 178, HDL 62, LDL 98. ApoB estimated ~78 mg/dL. Excellent cardiovascular profile.
Supplement Interaction Check
Open FDA API · RxNorm
⚠️
Drug Interaction Check — Not a substitute for pharmacist review
This analysis uses Open FDA and RxNorm data to flag known interactions. It does not account for your full medication list, dosage timing, or individual metabolism. Always confirm with your pharmacist or prescriber before changing any supplement or medication.
🌿
Magnesium Glycinate (400mg)
✓ Safe🩸
Iron Bisglycinate (25mg)
⚠ 2h apart from Mg☀️
Vitamin D3 (5,000 IU)
✓ Optimal🌿
Berberine (500mg)
⚠ Monitor glucosePeople Like You
What worked for others in similar situations
Your best match
A woman, 38, Dubai, finance executive — very similar lab results and lifestyle to you
94%
similar profile
Her situation
Three GPs told her everything was normal. She felt exhausted for two years before finding that low iron stores were the root cause — missed because her number was "technically" in range.
What worked for her
✓ Iron supplement (ferritin raised to 50+) — fatigue resolved in 3 months
✓ Magnesium at bedtime — blood sugar normalised in 90 days
✓ 12-hour eating window — HRV improved 18%
✓ Magnesium at bedtime — blood sugar normalised in 90 days
✓ 12-hour eating window — HRV improved 18%
Second closest match
Woman, 40, frequent traveller, similar blood sugar pattern
89%
similar profile
What worked for her
✓ Morning sunlight every day — cortisol improved in 6 weeks
✓ No screens after 9pm — HRV up 24%
✓ Blood sugar improved with zero diet changes
✓ No screens after 9pm — HRV up 24%
✓ Blood sugar improved with zero diet changes
These are patterns from anonymized, aggregated community data. Not medical advice. Always check with your doctor.
COHORT MATCH ANALYSIS · 12,400 cases
People Like You
F·35-42UAE/MENA
Glucose 100-105HRV <65ms
Ferritin <25High-stress career
ⓘ HOW ARE MATCHES CALCULATED?
▼
94%
Symptom
89%
Lab profile
87%
Demo
82%
Lifestyle
F38
F38 · Dubai · Finance exec · High-cortisol profile
94% overall · 97% lab similarity
3 GPs: "everything normal." Self-identified pattern connecting ferritin deficit → fatigue misattributed to burnout. Pattern confirmed via community synthesis. Root cause missed for 24 months.
r/PCOS · Community
r/Noctor · Community
PubMed PMID 38421 · RCT ★★★
Patient.info · n=1
Outcome: Ferritin → 52 ng/mL (90d) · fatigue resolved. MgGly 400mg → glucose -8 mg/dL in 90d. 12:12 TRE → HRV +18% (from 52 → 61.4ms).
F40
F40 · Riyadh→London · Executive · Frequent travel
89% overall · 92% symptom similarity
Glucose variability traced to circadian disruption — not dietary. Endocrinologist dismissed hypothesis; confirmed via peer-reviewed circadian metabolic research (Cell Metabolism 2023).
Hubermanlab.com · Expert
Cell Metab. 2023 · n=847 ★★★
Outcome: 10min AM sunlight → cortisol normalization 6wk. Blue-light blocking 9pm+ → HRV +24%. Glucose normalized without dietary change.
EVIDENCE KEY:
★★★ RCT / Peer-reviewed
Expert protocol
Community signal
⚠️ Aggregated anonymized data from community sources, medical literature, and patient forums. Pattern synthesis only — not medical advice. Validate all findings with a qualified clinician.
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My Stack
What you take · how consistently · what changes
⚕️ TAO provides observational pattern recognition only. This is not medical advice. Always consult your healthcare provider before changing any medication or supplement.
Current stack — 3 items
Supplement
Daily · 94%
Magnesium Glycinate 400mg
Sleep quality · HRV support · Evening before bed
TAO Observation
HRV appears to improve on days MgGly is taken consistently. Based on your input, sleep latency may have decreased from ~42 min to ~28 min since November. Correlation only — not causation.
Supplement
Daily · 89%
Vitamin D3 5000 IU
Immune support · mood · Morning with food
TAO Observation
No significant correlation detected yet. Based on your input, consistent use began 6 weeks ago — patterns may take 8–12 weeks to appear in data.
Supplement
Daily · 61%
Omega-3 Fish Oil 2g
Inflammation · cardiovascular · Morning with food
TAO Observation
Consistency is low at 61%. Based on your input, CRP remains at 1.8 mg/L. Consistent use for 8+ weeks may be needed before any correlation is detectable. Consider a morning reminder.
IS
Isabela Ududec
Dubai, UAE · Premium
TAO Score: 82 — Good
Top 30% for your age group. Focus on blood sugar and iron levels this month.
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Isabela Ududec
Dubai, UAE · Premium · Miden 0x9f2a...4d8e1c
YPO Network
Stanford GSB
1,247 $TAO
82
TAO Score: 82 · Good
Top 30th percentile. Glucose is your primary focus. HRV, sleep, and Vitamin D trending positively.
PRIVACY CONFIG
Zero-knowledge encryption (ZKP)
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Insurance data access
CONNECTED APIS
☁️ Google Driveconnected ✓
⌚ Apple Health / Ourasyncing ✓
🍊 Nutritionix APIlive ✓
💊 Open FDA Drug APIlive ✓
🏥 DHA / FHIR endpointpending ⚠
VIEW MODE
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Pro
Full data · All detail