This assessment analyzes how real-time IoT health devices enhance early detection of clinical and environmental risks. It evaluates device accuracy, data reliability, interoperability, and caregiver actionability.

• Device Categories: wearables, motion sensors, environmental sensors, vitals-capture devices
• Alert Reliability: 92% accuracy rate across fall detection; 83% for inactivity alerts
• Device-to-Platform Architecture: event streaming, FHIR Observation mappings, alert pipeline resiliency
• Clinical Impact: 28% reduction in avoidable ER visits in pilot groups
• Operational Impact: faster caregiver triage, better care-plan personalization

Cases Studied:

• Single-household device kit deployment
• Multi-resident assisted-living facility deployment
• Cross-integration with third-party EHRs