The company provides AR or VR avatar-based health kiosks and AI-for-good services, with data resources that include patient conditions, health history, biometric data sensors, and wearables. Their "Precision Medicine for Prevention" Platform uses computable phenotypes with social determinants of health and federated learning to accelerate pre-trained multi-modal predictive health models, tailored to chronic disease management, high-risk patient populations, and acute conditions. Life Singularity's AI-driven computable phenotypes can be used to identify Digital Twins and virtual/synthetic cohorts based on population characteristics, risk factors, and complications, providing real-time clinical decision support. They also use a billion-point database to identify predictive biomarkers for early risk stratification in patients with chronic and rare diseases, while their virtual health avatars sense emotions, behaviors, and lifestyles.