Platform
One feedback loop. Every signal.
EXHLS integrates six distinct biological data streams into a single longitudinal intelligence layer — the first platform purpose-built to model how an individual ages over time, not just how they present at a single clinical moment.
Proprietary breath-to-droplet FTIR spectrometry delivers 100× the sensitivity of conventional methods. Combined with AI-driven multimodal modeling, it produces a continuously updated biological age profile — not a snapshot, but a trajectory.
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Six Data Streams
Every signal. One model.
No single biomarker tells the full story of biological aging. EXHLS fuses six orthogonal data streams — each capturing a distinct dimension of biological function — into a unified aging trajectory model.
Explore the science →- Breath-to-Droplet FTIR Spectrometry100× sensitivity · Proprietary hardware
- Multimodal AI Aging ModelLongitudinal trajectory · Continuous update
- Cognitive & Neurological AssessmentProcessing speed · Memory · Executive function
- Microbiome & Genomic IntegrationGut health · DNA risk stratification
- Bloodwork & Metabolic MarkersInflammation · Hormones · Metabolic panels
- Continuous Wearable IntelligenceHRV · Sleep · Activity · Circadian rhythm
Technical Differentiation
The numbers that define the platform.
Proprietary Hardware
Breath-to-droplet condensation technology captures volatile organic compounds at 100× the sensitivity of conventional FTIR — enabling biomarker detection previously impossible outside a laboratory.
Multimodal AI
Six data streams are fused into a single biological aging model using transformer-based architecture trained on longitudinal cohort data. The model updates continuously as new signals arrive.
Longitudinal Intelligence
Unlike episodic clinical testing, EXHLS tracks biological age as a continuous trajectory. Interventions are measured against an individual's own baseline — not population averages.
Clinical Integration
The platform is designed for deployment across longevity clinics, enterprise wellness programs, and direct-to-consumer channels — with API access for third-party integration.