Health Information, AI Transparency & Governance
Entropy Lifestyle is a general wellness application that uses artificial intelligence to provide personalized recommendations. It is NOT a medical device and does NOT provide medical advice, diagnosis, or treatment. The information provided through our Service should not replace professional medical consultation.
Entropy Lifestyle is designed as a general wellness application to help users:
The protocols, routines, and recommendations provided are based on general wellness principles and are NOT tailored to treat any specific medical condition.
The content and features provided by Entropy Lifestyle are for informational and educational purposes only.
Entropy Lifestyle does NOT:
Any health-related information displayed in the App, including but not limited to heart rate variability (HRV), sleep metrics, recovery scores, and activity data, are estimates provided by third-party wearable devices and should not be used for medical decision-making.
Entropy Lifestyle has NOT been evaluated, approved, cleared, or registered by the United States Food and Drug Administration (FDA). The App is not intended to diagnose, treat, cure, or prevent any disease.
Entropy Lifestyle is classified as a general wellness product, not a medical device. It is not subject to medical device regulations and should not be used as a substitute for FDA-cleared medical devices or professional medical equipment.
The wellness protocols and recommendations provided by Entropy Lifestyle have not been clinically validated in controlled medical studies. Results may vary and are not guaranteed.
Entropy Lifestyle uses artificial intelligence to generate personalized wellness recommendations. Our AI governance follows international standards for responsible AI development.
Key AI Principles:
All Entropy Lifestyle AI systems are classified as Limited Risk or Minimal Risk under the EU AI Act. We do NOT deploy high-risk AI systems. Our AI:
Per EU AI Act Article 53 transparency requirements, we disclose information about our AI systems:
| AI System | Provider | Purpose | Risk Level |
|---|---|---|---|
| Protocol Intelligence | Anthropic (Claude) | Generate personalized daily wellness protocols | Limited |
| Task Scheduler | Google (Gemini) | Optimize task timing around your calendar | Minimal |
| Energy Predictor | Internal Algorithm | Predict daily energy patterns | Minimal |
| Health Aggregator | Sahha SDK | Normalize wearable health data | Minimal |
Please understand that AI-generated recommendations:
We use third-party AI models via API and do not control their training data. For provider training practices:
Our internal protocol catalog was developed using peer-reviewed wellness research and expert review, without individual user data.
We disclose all third-party AI services that process your data:
| Provider | Service | Data Shared | Certifications |
|---|---|---|---|
| Anthropic | Claude API (NLP) | Anonymized health context, preferences | SOC 2 Type II |
| Gemini API (Scheduling) | Calendar events, task metadata | ISO 27001, GDPR | |
| Sahha | Health SDK | Device biometrics | HIPAA, SOC 2 |
| Supabase | Database | User profiles, plans | SOC 2 Type II |
Following NIST AI Risk Management Framework, we assess and mitigate AI risks:
| Risk | Mitigation | Status |
|---|---|---|
| Incorrect recommendations | Safety guardrails, medical disclaimers, user override capability | Low |
| Privacy breach | Data minimization, encryption, certified providers only | Low |
| Algorithmic bias | Regular audits, diverse testing, user feedback loops | Low |
| User misinterpretation | Clear disclaimers, "AI-generated" labels, education | Low |
| Service disruption | Graceful degradation to defaults, multi-provider resilience | Low |
You maintain control over AI features:
Health metrics displayed in Entropy Lifestyle come from third-party sources including Apple Health, Google Health Connect, and wearable devices (such as WHOOP and Oura Ring). We do not control or guarantee the accuracy of this data.
Important Data Limitations:
When you connect Apple Health (HealthKit) or Google Health Connect to Entropy Lifestyle:
Always consult with qualified healthcare professionals:
Never disregard professional medical advice or delay seeking medical treatment because of something you have seen or read in Entropy Lifestyle.
Some wellness protocols suggested by Entropy Lifestyle may involve physical activity or temperature exposure. These carry inherent risks including:
Protocols involving cold (cold showers, ice baths) or heat (saunas, hot baths) carry additional risks:
These protocols are NOT suitable for everyone. Consult a healthcare provider before attempting, especially if you have cardiovascular conditions, blood pressure issues, or are pregnant.
Before engaging in any protocol:
Entropy Lifestyle is NOT designed for emergency situations.
If you are experiencing a medical emergency, call emergency services immediately:
911 (United States)
Or your local emergency number
Do NOT use this App for urgent health concerns.
By using Entropy Lifestyle, you acknowledge and agree that:
Entropy Lifestyle makes no warranties, express or implied, regarding the accuracy, completeness, or reliability of health data, AI recommendations, or the achievement of any specific health outcomes.
If you have questions about this disclosure or concerns about how AI or health features should be used:
Last Updated: February 7, 2026