Questions About Our AI Technology

Our AI employs deep neural networks trained on millions of clinical data points to recognize patterns that traditional algorithms miss. The machine learning models filter out environmental noise, compensate for movement artifacts, and extract clean cardiovascular signals from subtle facial color changes. This intelligent processing achieves accuracy compared to medical-grade devices, significantly outperforming non-AI approaches.

The AI creates a unique physiological profile based on your individual scan data over time. It learns your resting heart rate patterns, typical stress responses, and natural variations throughout the day. This personalized model means the AI can distinguish between normal fluctuations for your body versus changes that warrant attention. The longer you use the system, the more intelligent and accurate your insights become.

No, all AI processing occurs entirely on your device through optimized on-device machine learning. We utilize edge AI technology that brings the full power of neural network analysis to your smartphone without requiring cloud connectivity. This approach not only ensures instant results but also guarantees your biometric data never leaves your device, maintaining complete privacy.

Our predictive AI analyzes patterns across your historical measurements, identifying trends and correlations that might indicate developing health considerations. The machine learning models recognize early warning patterns by comparing your data against established health baselines. When the AI detects meaningful deviations, it provides proactive recommendations while encouraging consultation with healthcare providers for significant concerns.

Your personal health data remains completely private and is never uploaded or used for model training. Our AI models are developed using properly consented, anonymized clinical research datasets. Your individual measurements stay on your device, used only to build your personal profile. We employ privacy-preserving machine learning techniques that enable powerful personalization without compromising your data security.

Traditional apps use simple threshold-based algorithms that apply identical rules to everyone. Our AI approach fundamentally differs by employing adaptive neural networks that understand context, learn individual patterns, and provide nuanced interpretation. The machine learning system recognizes that a heart rate of 75 BPM might be perfectly normal for one person but elevated for another, delivering truly personalized insights rather than generic assessments.