Biological Systems Engine

YOUR AGING

Multi-system biological age metrics, bloodwork AI parsing, and LEVL protocol longevity optimizations.

Established Biological Aging Models

Physiological AgeCalico eLife 2025
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Physical trait PLS model

KDM Biological AgeKlemera-Doubal
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Phenotypic AgeLevine PhenoAge
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Mortality hazard 9-biomarker model

Dysregulation (HD)Mahalanobis HD
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Deviation from healthy reference centroid

Biological Aging AI Coach

Connected to Your Labs

Discuss your bloodwork, PhenoAge, and biological system optimizations inline

👋 Hi! I'm your Biological Aging AI Coach. Ask me anything about your lab results, PhenoAge, KDM age gaps, or what modalities will optimize your 8 biological systems!