Continuous Health Intelligence
Mandzo is a health intelligence platform designed to transform continuous vital data into actionable, personalized guidance for individuals, caregivers, providers, and care programs.
We unify blood pressure, SpO2, CGM, heart rate, sleep, and activity into one longitudinal context, surface explainable AI-generated insights for provider review where applicable, and close the loop with daily guidance.
Mandzo supports wellness experiences and clinician-supervised workflows. It does not diagnose disease, prescribe treatment, or replace medical judgment.
Multi-device vitals, sleep, steps, recovery, and meal context.
Trend analysis, sustained-condition logic, and cross-vital validation.
Personalized coaching plus structured summaries back into care workflows.
The wedge is not device integration. It is transforming noisy home data into actionable signal across wellness, recovery, and clinician-supervised care.
Signal families unified
Hour monitoring context
Closed-loop care surfaces
Mandzo supports general wellness and recovery experiences while also fitting clinician-supervised workflows for chronic conditions, sleep-related pathways, and home monitoring programs.
General fitness, recovery, sleep quality, training readiness, adherence support, and preventive cardiometabolic awareness.
Programs focused on hypertension, diabetes, cardiovascular risk, and post-acute recovery where trends over time matter more than isolated readings.
Sleep health, sleep apnea support pathways, pulse oximetry oversight, home oxygen monitoring, and clinician-supervised oxygen titration workflows where implemented.
Today’s care remains episodic, reactive, and disconnected from real-world health data. Devices capture numbers, yet people rarely receive continuous guidance and providers still get more noise than usable signal.
Clinical visibility still depends on visits, even when deterioration begins days earlier in the home.
Threshold-only notifications create fatigue, escalations come late, and teams lose trust in the stream.
Blood pressure, CGM, wearables, SpO2, and activity data live in disconnected tools with no shared longitudinal narrative.
People see charts, not next steps. Providers see raw data, not structured summaries that fit workflow.
This walkthrough shows the Mandzo product vision: one shared intelligence layer across vitals, behavior, monitoring logic, and personalized coach plans.
The platform aggregates multi-device data, analyzes risk signals continuously, generates personalized guidance, and shares structured summaries back into provider systems and EHR workflows where implemented.
Connected BP monitors, CGMs, pulse oximeters, smartwatches, sleep platforms, and activity streams feed a single longitudinal health timeline.
Multi-modal analysis combines biometrics, behavior, trend shifts, and longitudinal response patterns into AI-generated insights for provider review.
Clinicians receive summarized signal, suggested next actions, and workflow-friendly visibility instead of raw unfiltered noise.
Mandzo is designed to connect across Omron, Abbott Libre, Dexcom, Apple Health, Garmin, Withings, and provider ecosystems that need decision support rather than another isolated dashboard.
Mandzo does not stop at vitals. It combines biometrics, sleep, steps, recovery, and longitudinal behavioral context to understand what is actually driving change.
Patients receive daily guidance. Providers receive summarized insights. Each response feeds the next recommendation cycle instead of disappearing into a device app.
Not “your BP is high.” Instead: signal interpretation, likely drivers, and a concrete plan for the week across sodium, meals, movement, sleep, and adherence.
Multi-device health intelligence, graph exploration, configurable monitoring logic, and consumer and care-program coaching surfaces.
Provider workflow automation, structured EHR delivery, and deeper cohort summarization for care teams and payer programs.
Meal-aware coaching, recovery plans, and medically governed safeguard logic tuned to program goals and member preferences.
If you are building chronic care, post-acute recovery, remote monitoring, or preventive health workflows, we would love to show the product vision and discuss pilot design.
Mandzo is designed to support wellness experiences and clinician-supervised care programs. It does not diagnose disease, prescribe treatment, or replace licensed medical judgment. Disease-specific monitoring, sleep-apnea-related workflows, home oxygen management, and provider integrations depend on implementation scope, device authorization status, and applicable regulatory requirements.