A health system partners with senior living communities where discharged patients reside but fall off the clinical radar between care touchpoints. These facilities often run disconnected smart devices - motion sensors from one vendor, fall pendants from another, nurse call from a third - none of which feed data back to the health system's care coordination team. LiLoHome deploys as a managed infrastructure layer that either unifies those existing devices onto one platform or introduces ambient sensing as a turnkey solution in facilities with no technology in place. Care teams receive continuous behavioral data - changes in sleep patterns, mobility, and daily routines - across every unit in every partner facility through a single interface. The result is earlier intervention on the behavioral signals that precede 30-day readmissions, reduced ED utilization from senior living populations, and longitudinal behavioral data that supports risk stratification for ACO and value-based care contracts. Unlike traditional RPM, compliance is 100% because residents don't interact with the technology at all.

A health system discharges medically complex children - post-NICU, chronic respiratory conditions, seizure disorders, or developmental disabilities — to home environments where clinical visibility drops to periodic telehealth check-ins and parent-reported observations. Parents are overwhelmed and may not recognize subtle behavioral shifts that signal a change in condition. LiLoHome deploys ambient sensing in the child's home, building a behavioral baseline of sleep patterns, movement, nighttime activity, and environmental conditions without cameras or wearable devices the child can remove, break, or resist. Care coordination teams receive alerts when patterns deviate - disrupted sleep cycles, changes in nighttime movement frequency, altered daily routines - giving them early indicators of respiratory distress, seizure pattern changes, or regression before the next scheduled visit or an ED presentation. For health systems managing pediatric populations under value-based contracts or complex care management programs, LiLoHome extends clinical awareness into the home without adding burden to already-strained caregiving families.

Care Coordination & Population Health Teams — care managers, discharge planners, and population health leaders who need continuous visibility into patients living outside hospital walls

Health System IT & Digital Health Leaders — CIOs, CTOs, and digital transformation teams evaluating infrastructure that consolidates fragmented device ecosystems across partner facilities

Senior Living Operators & Developers — executives at IL/AL/CCRC communities looking to unify existing smart devices or introduce health-aware infrastructure as a competitive differentiator

Home Health & Post-Acute Providers — agencies managing patients in home environments between clinical visits who need passive monitoring that doesn't depend on patient compliance

Payer & Value-Based Care Teams — ACO leadership, managed care directors, and risk-bearing entities seeking to reduce avoidable utilization and improve risk stratification for residential populations

Pediatric Complex Care Programs — clinical teams managing medically complex children at home who need continuous environmental and behavioral awareness without cameras or wearables a child can remove

An automated Early Warning System and Clinical Decision Support tool for obstetrics, designed to enhance clinical efficiency, timely intervention and standardization of care.