Understanding How Humans Feel
Focus And Function
SynHeart researches how bodily signals—physiology, movement,
and digital behavior—can be modeled with machine learning and behavioral science
to infer human internal states in real time.
Our Mission
To build accurate, private, real-time models of human internal state — and make them available to every developer.
Our work bridges the gap between scientific research and practical technology. Every insight we uncover becomes part of SynHeart's Human State Interface (HSI), powering emotion, focus, and behavioral intelligence across our products.
How physiology, behavior,
and context shape emotion,
cognition, and well-being.
Biosignals & Physiology
How the body expresses emotional and cognitive states
Heart rate & HRV dynamics
Stress biomarkers and recovery physiology
Motion signatures
Sleep rhythms and circadian state
Personalized baselines
Emotion Modeling
Stress vs calm detection
Valence & activation mapping
Arousal modeling
Emotional transitions
Context-aware emotion inference
Real-time emotion embedding models
Focus & Cognitive Control
Attention stability
Task engagement & flow probability
Cognitive drift
Distraction signatures from behavior
Multimodal focus modeling (motion + behavior + physiology)
Focus scoring and cognitive load estimation
Digital Behavior & Human–Computer Interaction
Typing bursts
Scroll velocity
App switching
Micro-distractors
Behavioral markers of engagement
Attention-fragility models
Context & Interaction Modeling
Device usage patterns
Environmental context
Notification load
Posture & movement context
Multi-device blending
Our Principles
The foundation of everything we build
Privacy First
Most inference happens on-device. Raw biosignals never leave the user’s phone or wearable unless the user explicitly consents. SynHeart models are designed to respect human boundaries — emotional intelligence should never come at the cost of privacy.
Research to Real Product
Our work doesn’t stay in papers — it becomes real, usable technology. Every research insight feeds directly into HSI, the engine powering SynHeart’s emotion, focus, and behavioral intelligence.
Where Research Meets Product
Our work doesn't stay in papers, it becomes real, usable technology.
Every product starts with scientific insight — and every insight becomes real, usable technology: