Physician-Led · Evidence-Based · Wearable-Connected

The wellness platform that learns from your body.

Leanthletic combines board-certified physician protocols with AI-powered body composition analysis and real-time wearable data to deliver health optimization that adapts to you — not a generic template.

Live Dashboard · Ramiro

2,237
Target kcal
148g
Protein goal
82.0
Weight (kg)
Weekly workouts3 / 5
Protein goal met5 / 7 days
Sleep ≥ 7h6 / 7 days

Garmin Connect · Today

Daily Steps 9,542
Resting HR 58 bpm
HRV 54 ms
Sleep Score 82 / 100
VO₂ Max 44 ml/kg/min

Real-time sync via Garmin Health API — powering adaptive coaching

Built on Board-certified Internal Medicine physician US Navy body fat formula (±3% accuracy) Claude AI vision analysis Garmin Health API integration NSF · USP · IFOS certified supplements

Five pillars. One platform.

Every module is physician-designed, evidence-graded, and calibrated to your biometrics — not population averages.

Body Composition

US Navy body fat formula (±3%), weekly progress photo tracking with Claude AI vision analysis, adaptive calorie and cardio recommendations based on your weekly weight trend.

AI Body Analysis Adaptive Engine

Nutrition

Personalized meal plans for omnivore, vegetarian, vegan, ketogenic, and low-carb preferences. Protein targets calculated at 1.8 g/kg lean mass. Food-drug interaction screening for current medications.

6 Diet Templates Drug Interactions

Supplements

Evidence-graded tiers (Core, Performance, Longevity) with third-party certification verification (NSF, USP, IFOS, Creapure). Real-time drug interaction screening against current medications.

10 Supplements Cert Verified

Exercise

Periodized strength programs for beginner, intermediate, and advanced levels. Zone 2, HIIT, and VO₂ max interval protocols. Cardio prescriptions calibrated to your Garmin VO₂ max and heart rate data.

3 Experience Levels VO₂ Max Tracking

Longevity

Lab results tracker for HbA1c, lipid panel, inflammatory markers, hormones, and vitamins. HRV monitoring, sleep stage analysis, and evidence-reviewed longevity protocols (NMN, rapamycin, senolytics).

9 Lab Markers HRV & Sleep

Wearable Integration

Garmin Health API integration syncs steps, resting HR, HRV, active calories, sleep score, and VO₂ max in real time — feeding every recommendation engine across all five pillars.

Garmin Health API 6 Data Streams

Why wearable data changes everything.

Generic wellness apps guess at your needs. Leanthletic uses your Garmin data to know them — updating every recommendation in real time as your body responds.

Daily Steps

Non-exercise activity thermogenesis (NEAT)

Manual entry required. User estimates activity level during onboarding.
Automatic TDEE adjustment based on actual daily movement. NEAT contributes up to 30% of total energy expenditure.

Resting HR & HRV

Recovery & autonomic nervous system status

User manually sliders HRV estimate. No objective recovery assessment possible.
Daily readiness score drives workout intensity recommendation. Low HRV triggers deload week; high HRV unlocks progressive overload.

VO₂ Max

Strongest single predictor of all-cause mortality

Static estimate entered once during onboarding. Cannot track improvement over time.
Real-time longevity scoring. Cardio zone targets (Zone 2, HIIT, VO₂ max intervals) recalibrate automatically as fitness improves.

Sleep Score & Stages

Deep sleep, REM, light — and total duration

Duration slider only. No stage data, no objective quality assessment.
Supplement timing (magnesium glycinate, ashwagandha) adapts to sleep quality. Cortisol-related protocol adjustments triggered by poor sleep patterns.

Active Calories

Exercise energy expenditure

Fixed TDEE multiplier based on self-reported activity level. Overestimates for most users.
Precise daily calorie target adjusted by actual burn. Eliminates the ±300 kcal estimation error common with activity multipliers.

Stress Score

Derived from HRV variability throughout the day

Not tracked. Cortisol impact on fat loss cannot be assessed.
High chronic stress triggers ashwagandha dose reminder, Zone 2 cardio recommendation over HIIT, and sleep hygiene coaching.

Garmin Health API Integration Architecture

Data Points Requested

  • Daily step count
  • Resting heart rate
  • Heart rate variability (HRV)
  • VO₂ max estimate
  • Sleep stages & duration
  • Active calories burned
  • Daily stress score
  • Body battery / recovery

Purpose of Use

  • Adaptive TDEE calculation
  • Recovery-based training load
  • Longevity scoring & trends
  • Cardio zone calibration
  • Supplement timing optimization
  • Sleep quality coaching
  • Cortisol management protocols
  • Personalized readiness index

Data Handling

  • OAuth 2.0 token exchange via secure backend
  • Data stored server-side, encrypted at rest
  • No data sold to third parties
  • User can revoke access at any time
  • Minimum data principle — only what is needed
  • GDPR & CCPA compliant storage
  • Webhook-based real-time sync
  • Data deleted on account removal

Medicine-grade rigor.
Consumer-grade experience.

Leanthletic was built because most wellness apps optimize for engagement — not outcomes. They use population averages instead of your actual data, recommend supplements without checking your medications, and provide generic calorie targets that ignore your real activity.

Every feature in Leanthletic is derived from peer-reviewed literature and clinical practice. The nutrition targets are validated at 1.8 g/kg lean mass by meta-analyses. The body fat formula is the same used by the US military. The cardio protocols follow the Seiler polarized training model endorsed by leading sports scientists.

When Garmin wearable data is integrated, Leanthletic stops estimating and starts knowing — adjusting every recommendation in real time based on how your body actually responded.

"The goal is not more data — it is the right data, interpreted correctly, and acted upon immediately."

— Founding Physician, Board-Certified Internal Medicine

Board-Certified Physician-Designed

All protocols, targets, and recommendations reviewed by a practicing Internal Medicine physician. Safety checks built into every module.

Evidence-Based at Every Step

Each recommendation links to the clinical literature that supports it — from TDEE formulas to supplement certification standards to longevity biomarker targets.

User Data Privacy First

No health data is sold. Wearable data is stored encrypted and used only to power your personal recommendations. Users can delete all data at any time.

Continuously Updated

Monthly evidence brief reviews the latest clinical research. Recommendations update as the science evolves — not locked to a static algorithm.

Your health data belongs to you.

We collect the minimum data necessary and handle it with the same standard of care we apply to clinical recommendations.

What We Collect

  • Basic profile (name, age, sex, height, weight)
  • Health goals and dietary preferences
  • Self-reported body measurements
  • Lab values you manually enter
  • Garmin wearable data (with explicit consent)
  • Progress photos (stored locally in browser)

How We Use It

  • Power personalized recommendations only
  • Calibrate TDEE and macro targets
  • Drive adaptive coaching engine
  • Screen supplement-drug interactions
  • Track longevity biomarker trends
  • Never sold, never shared with advertisers

Your Rights

  • Access all your data at any time
  • Export your complete data history
  • Delete your account and all data
  • Revoke Garmin access independently
  • Opt out of any data collection
  • GDPR & CCPA compliant

AI Body Analysis (Anthropic Claude API)

When users opt in to AI body composition analysis, photos are sent to the Anthropic Claude API for analysis. Photos are processed in real time and are not retained by Anthropic beyond the API request. API keys are stored in session memory only and cleared when the browser tab closes. Users are informed before any photo is transmitted.

Garmin Health Data Handling

Garmin data is accessed only with explicit user authorization via the OAuth 2.0 flow. Data is encrypted at rest and in transit using AES-256 and TLS 1.3. Only the specific data points necessary for recommendations are requested. Users can disconnect their Garmin account at any time, which immediately revokes access and removes stored data.

Get in touch.

For partnership inquiries, Garmin API collaboration, press, or early access requests — reach out directly.

Founder & Developer

Ramiro M. Rancier Ruiz

Board-Certified Internal Medicine Physician

Company

Leanthletic

406 Kings Highway East, Haddonfield, NJ 08033

Website

leanthletic.com

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