Empowering elderly care with intelligent systems that monitor, learn, and adapt to daily behavioral rhythms, enabling proactive and personalized support at home.
Rhythma combines smart wearables and object sensors with advanced AI to continuously monitor complex daily activities. Our system empowers caregivers, supports independent living, and enables proactive health interventions for elderly individuals—especially those living with MCI and dementia.
We use Federated, Transfer, and Active Learning to train personalized HAR models directly on-device, ensuring data privacy and adaptive accuracy. With Rhythma’s automatic annotation engine, we reduce human labeling time while enhancing insight precision.
Place smart tags on daily objects and provide users with a smartwatch. No cameras needed—everything is privacy-respecting.
Rhythma observes interactions between users and objects, learning routines such as eating, dressing, and preparing coffee.
The system automatically annotates and learns from behavior using real-time AI to build personalized activity models.
Caregivers and clinicians receive summaries, changes in patterns, and early alerts for behavioral or functional decline.
Ideal for seniors living independently. Rhythma monitors daily habits and notifies caregivers of unusual activity patterns, promoting safety and independence.
Used in clinical settings to assess cognitive decline through real-world behavioral data—enhancing diagnosis and intervention planning.
Supports caregivers by automating ADL tracking and enabling tailored interventions, freeing time for more personal interaction.
Perfect for longitudinal research on cognitive and behavioral health, with scalable, privacy-preserving data collection and analytics tools.
Enable early detection and optimize resource allocation in home care services for elderly populations, especially those with MCI and dementia.
Integrate Rhythma into clinical workflows to enhance patient monitoring, decision-making, and post-discharge follow-up.
Offer family caregivers and professionals a reliable system to track health patterns, reduce stress, and ensure safety.
Partner with us to co-develop smart aging solutions and expand your portfolio of digital health offerings.
🏡 Municipal Health Services: “Rhythma empowers our home care teams with timely insights, helping us intervene earlier and allocate resources more effectively.”
🏥 Hospitals & Clinics: “We’ve seen Rhythma improve our ability to monitor patients after discharge, reducing readmission rates and supporting continuous care.”
👩⚕️ Caregiver Organizations: “Rhythma gives peace of mind to caregivers, enabling them to support loved ones without being physically present all the time.”
🏢 Tech & Wellness Companies: “Partnering with Rhythma has expanded our digital health offerings and introduced truly proactive well-being monitoring.”
Rhythma detected changes in routine cooking behavior in an elderly man, prompting a timely clinical referral. A diagnosis of early-stage Alzheimer’s allowed for early support and family planning.
An older woman living alone in assisted housing used Rhythma to monitor her daily patterns. Alerts about missed morning hygiene helped her care team adjust support schedules accordingly.
Following discharge after hip surgery, Rhythma tracked mobility-related activities. The data enabled clinicians to personalize the rehab plan based on activity levels and progression.
In a research study involving participants with MCI, Rhythma provided high-resolution behavioral data, improving the sensitivity of intervention outcome measurements.
Includes a smartwatch, smart object tags, and an onboarding guide. Ideal for small-scale deployments or trials at home and clinics.
Cloud-based dashboards, behavior analytics, and pattern detection tools for care providers and clinicians.
Access real-time and historical data with customizable APIs for integration into EMRs or digital care platforms.
Tailored support for large institutions, including setup, training, system customization, and ongoing maintenance.
Deploy Rhythma’s HAR models on Wear OS, Apple Watch, Garmin, and Android-based smartwatches. Our platform-agnostic AI ensures flexible, scalable integration into any wearable ecosystem.
Explore visual scenes of Rhythma supporting independent living through smart activity monitoring across a variety of daily life contexts relevant to clinical decision-making.






Explore how caregivers and clinicians can use the Rhythma dashboard to monitor activities, track trends, and receive insights in real-time.
Want to bring Rhythma to your care facility or home? Get in touch for partnership or pilot opportunities.
Email: info@rhythma.ai