This custom workflow automates the orchestration of ambient sensors, wearables, and IoT devices to preemptively address health and safety risks, reducing avoidable clinical interventions and caregiver burden. The business value comes from lowering hospital readmission costs, extending independent living, and creating a scalable, 24/7 monitoring layer that integrates with platforms like Apple HealthKit, Google Fit, and EHR systems such as Epic or Cerner. Implementation requires robust data pipelines, real-time anomaly detection, and defined escalation protocols to ensure safety and auditability.




