Telehealth and Medicine Today December 31, 2025
Grant Wandling, MD, Nicholas Marburger, DO

Rising healthcare costs and an aging population demand innovative approaches to patient safety and operational efficiency. Artificial Intelligence-driven Virtual Observation (AI-VO) offers a scalable, cost-effective alternative to traditional one-to-one patient sitters. By combining real-time video monitoring with machine learning, AI-VO systems enable a single observer to safely monitor multiple high-risk patients—such as those with delirium, dementia, or suicidal ideation—reducing falls and optimizing staff resources.

Institutions implementing AI-VO have reported significant benefits, including reduced inpatient falls, improved patient safety, and substantial cost savings. One hospital achieved a 15% fall reduction and projected annual cost avoidance exceeding...

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