Healthcare A Doctor At Home: The Rise Of Ambient Home Health Monitoring By Dr. Sai Balasubramanian, M.D., J.D. ,
Forbes contributors publish independent expert analyses and insights. Sai writes about healthcare, innovation and technology. Follow Author Jun 28, 2026, 10:29pm EDT --:-- / --:-- This voice experience is generated by AI. Learn more . This voice experience is generated by AI. Learn more . There is significant opportunity to improve long term health outcomes with ambient home monitoring. getty Wearables have been gaining steady traction over the last decade. One of the most prominent starts to this industry was with FitBit , which took the concept of patient health analytics and made it simple by offering a patient-friendly wearable device that is easy to use and low maintenance. Then came a wide variety of other form factors, such as smart rings, smart earphones and even other bracelet type devices that could unlock the power of individualized patient data to help inform healthcare decisions.
As the industry started to mature, a new paradigm emerged: an effort to make these wearables and ambient tracking devices even more seamless and integrated into daily life. This is where concepts such as Meta’s AI glasses shine; the idea being not to add another wearable to an individual’s everyday entourage, but rather infuse sensing technology and AI powered analytics directly into a form factor that is already widely in use, such as prescription glasses.
Now, with compute power increasingly being developed into smaller formats, new opportunities are emerging which allow for more creative means to utilize this technology and make it even more seamless. One such growing area is the concept of ambient home health monitoring, or ambient assisted living. This entails a integrating non-wearable sensors throughout the home into the routines of daily living, creating a frictionless experience. As human behavior has always been one of the biggest aspects of wearable adoption, an ambient home solves for convenience and effortless health tracking. A recent article in the journal Sensors discusses the fact that unobtrusive health monitoring in the home enables a new degree of continuity. While conventional sensors and wearables aim to collect health information at the point-of-care, “a smart home can continuously or over shorter time intervals monitor its resident’s health status while the resident is doing daily activities, unaffected by the measurements. This monitoring may capture a comprehensive picture of a person’s health and functional status and critical changes or events.”
Because the majority of a persons “living” happens in their home, often in their most native and relaxed states. While wearables can also be worn and be used to track measurements at home, the reality is that many patients often take these off once they are home or may not be paying as close attention to the differences between their rest states vs. active states. Furthermore, “wearable fatigue” is a growing phenomenon. While there is a large cohort of people that want to increase wearable use to track their health data at a more granular level, there is also a large group of individuals that want to “disconnect.” Ambient home tracking could be a much less invasive solution for the latter cohort.
There are many potential applications for this technology that could truly help improve patient outcomes. A recent study showed that environmental sensors can help detect…