Use Cases

Clinical Use Cases
Clinical Use Cases for Contactless Monitoring
Genie is designed to fit across the care continuum — from the primary care clinic to the patient's living room, from the community pharmacy to the long-term care facility. Each setting has distinct workflow requirements, patient populations, and clinical priorities. Genie is built to adapt to all of them.
Genie may support community-based screening workflows where patients already seek care, including pharmacies, community clinics, mobile health programs, and FQHC-linked care pathways.
Clinical Use Cases
Where Genie Supports Care
Primary Care Access
In busy primary care clinics, every second of intake time matters. Genie supports faster, more comfortable vital sign estimation — reducing friction for patients and staff alike, and creating a more complete clinical picture at the point of care.
Community Pharmacy & Screening
Pharmacies are often the most accessible point of healthcare contact in underserved communities. SGAI HealthLink is discussing and developing a proposed pharmacy-based and community primary care pilot pathway with Lynn Community Health Center and Massachusetts digital health ecosystem partners. This pilot has not yet been deployed.
Senior & Long-Term Care
For older adults, frequent contact-based monitoring can feel intrusive or uncomfortable. Genie's contactless approach reduces burden on residents and staff, supporting consistent monitoring without disrupting daily rhythms or requiring physical contact.
Telehealth & Remote Patient Monitoring
Telehealth visits already use a camera. Genie adds physiological signal estimation to that same connection — expanding what's possible in a remote visit without requiring patients to acquire or wear any additional hardware.
Hospital-at-Home
Hospital-at-home programs require consistent, reliable physiological data from patients recovering outside traditional hospital walls. Genie supports remote physiological monitoring as part of coordinated hospital-at-home care models.
Clinical Research & Validation
Genie supports clinical validation studies and research programs exploring contactless physiological monitoring across diverse populations, care environments, and investigational measurement pathways — including lactate- and glucose-related research.