We utilize gas chromatography - mass spectrometry (GCMS) paired with cutting edge machine learning to analyze metabolites in blood. The metabolic fingerprint derived from this data is tightly linked to disease pathology, and indicative of cell health. This critical insight allows for diagnosis of chronic disease BEFORE the patient is displaying overt symptoms, and allows for timely intervention and treatment