This document describes a new technology for accurate consumer health monitoring using metabolomic profiling of blood samples. The system uses a home blood sampling kit, lifestyle tracking app, and mass spectrometry analysis to measure over 2000 metabolites and biomarkers in a user's blood. This provides insights into an individual's biochemical state, how their diet and lifestyle affect their metabolism and health, and can detect changes indicating potential health issues before symptoms appear. The goal is to help users better understand their body and lifestyle factors to stay healthy and improve wellbeing over time.