Detect chronic disease risk before symptoms appear — from lab work your workforce already has.
Employers see headcount, risk rates, and averages — never individual lab values or diagnoses.
Most chronic conditions are detected too late — when they are already expensive to treat. Traditional wellness programs measure steps and engagement, not laboratory disease risk. Zenlo reads routine blood work your plan already pays for and surfaces pattern-level risk earlier, so HR and benefits leaders can intervene when prevention still pays off.
No new tests, no on-site clinics, no hardware. Zenlo turns existing lab results into actionable health intelligence — for employees personally, and for employers in aggregate only.
Four steps from a PDF to population action. Employers never receive individual PHI — only k-anonymous aggregates.
Employees upload routine blood work — any lab PDF. Values are parsed into 102 biomarkers and mapped to reference ranges.
The clinical engine cross-references biomarkers against 15 clinical patterns with physician-grade detection tiers.
Employees receive personal insights. Employers see aggregate risk by pattern and department — zero individual PHI exposed.
Targeted intervention for cohorts that need it — not blanket programs. Pilot pricing at $2 PMPM with modeled 6.3× employer ROI.
15 clinical patterns. 8 benchmarked across 5 AI models on 4,018 NHANES adults (F1 up to 0.963). Per-pattern NHANES audits published for 2 (Insulin Resistance, Metabolic Syndrome); the rest are structural CHAI cards, validation in progress.
Employees get personal health intelligence. Employers get aggregate population insights. Same underlying engine — completely different views.
Completely secure by architecture: employers see only headcount, cohort risk rates, and averages. No names, no line-level labs, no diagnoses exported to HR.
Validated on real population data. Tested across five frontier models and four providers. We publish methodology openly — no gated PDFs.
15 clinical patterns. 8 benchmarked across 5 AI models on 4,018 NHANES adults (F1 up to 0.963). Per-pattern NHANES audits published for 2 (Insulin Resistance, Metabolic Syndrome); the rest are structural CHAI cards, validation in progress.
Book a 15-minute discovery call — we will map Zenlo to your claims and benefits data. Or start a 90-day pilot: measurable ROI, no lock-in, $2 PMPM.