Home Monitoring Core
The continuous home-monitoring layer. Wearable data, caregiver input, daily activity, sleep and behavioural trends come together into one longitudinal view of how someone is doing at home.
Digital Health · Software only
Continuous home monitoring for neurodegenerative care.
HugBrAIn is a software-only digital health platform that helps clinicians and caregivers follow dementia and Parkinson's patients at home — through longitudinal behavioural, functional and physiological data, without proprietary hardware.
Designed for clinical pilots, care homes, research partners and scalable digital health programs.
Contactless physiological trends
streaming
72
Heart rate
Stable
Variability
7.4h
Sleep
Approach
Multimodal & longitudinal
Hardware
Zero · software only
12,000+
People analysed, by age & sex
Zero hardware
Runs on the devices you already have
Privacy by design
GDPR · designed to align with the EU AI Act
What is HugBrAIn?
A software-only digital health platform for continuous home monitoring of people living with dementia and Parkinson's. It combines wearable data, caregiver input, digital biomarkers and clinician dashboards to support earlier recognition of functional, behavioural and physiological changes.
Who is it for?
Clinics, care homes and RSA, neurologists, geriatricians, caregivers, research partners and digital health pilots — anyone who needs continuity of observation between in-person visits.
What makes it different?
No proprietary hardware, modular deployment, longitudinal multimodal data, a caregiver-clinician bridge and a privacy-by-design architecture.
The problem
Home care is blind between visits.
Dementia and Parkinson's progress silently at home. Clinicians see snapshots every few months; caregivers carry the weight alone; early changes in behaviour, function and daily routine go unrecorded until a crisis forces a hospital admission.
The solution · IoT + AI
A continuous layer of observation.
HugBrAIn turns everyday data from devices people already own into a longitudinal picture. Behavioural, functional and physiological signals are followed over time, so meaningful change shows up as a trend for clinician review — not as an emergency.
Uses existing devices
Longitudinal trends
Risk trend indicators
Caregiver-clinician bridge
The platform
Four modules, one continuous picture.
Clinically-informed, evidence-based modules — designed to work together.
Motor & Functional
Follow function, mobility, fall risk and motor progression through evidence-based exercises guided by computer vision. The focus is the outcome: keeping people active and flagging meaningful change.
Speech & Cognitive
Speech and language patterns, together with cognitive-engagement activities, can support cognitive monitoring and clinician review over time — a gentle, repeatable signal of change.
Caregiver & Clinician Dashboard
Caregiver burden tracking, risk trend indicators, longitudinal reports and a clinician dashboard for shared decisions. The bridge that makes the whole platform usable for families and care teams.
HugBrAIn is not a diagnostic device. It is designed to support clinical decision-making under clinician oversight, for clinical pilots and research use.
Grounded in research
Designed from real needs and peer-reviewed science.
HugBrAIn's approach was shaped by an analysis of the needs of over 12,000 people, differentiated by age and sex, and informed by the scientific literature on digital and vocal biomarkers in neurodegenerative disease.
12,000+
individual needs analysed, segmented by age & sex
Vocal biomarkers · Interspeech 2020
Yuan et al. report ~89.6% accuracy on the ADReSS benchmark.
Acoustic + linguistic fusion · Frontiers in Aging Neuroscience 2021
Martinc et al. report ~93.75% accuracy on a research dataset.
Voice as a biomarker · The Lancet Regional Health 2025
Voice-based models report AUC ≈ 0.83–0.92 for early detection of cognitive impairment.
Digital biomarkers review · npj Digital Medicine 2025
Gait, speech and multimodal markers help distinguish Alzheimer's and MCI with high accuracy.
Note: the figures above are results reported in the cited literature and reference datasets (e.g. DementiaBank, ADReSS) — not validated clinical performance of HugBrAIn.
Privacy & AI governance
Trust, privacy & human oversight.
Health data is handled as special-category data under the GDPR, with a privacy-by-design architecture, granular consent, encryption and full auditability. HugBrAIn is designed to align with the EU AI Act through transparency, human oversight and continuous risk management.
GDPR
Special-category health data, granular consent
EU AI Act
Designed to align: transparency & oversight
Human in the loop
Decision support under clinician review
HugBrAIn is not a diagnostic device and does not replace clinical judgement. It is intended for clinical pilots and research use, under clinician oversight.
For research & pharma
A longitudinal, interoperable data layer.
Across modules, HugBrAIn builds a multimodal, longitudinal data layer. Built on open, interoperable standards, it can let clinicians compare a patient's data against their own baseline over time, and — under appropriate consent and governance — support real-world research.
For life-science partners, this can contribute to Real-World Data and Real-World Evidence programs. Details are shared with research and industry partners under NDA.
Interoperable
Longitudinal · multimodal
RWD / RWE
Data
layer
layer
Behaviour
Speech & language
Function & mobility
Caregiver input
Frequently asked
What is HugBrAIn?+
A software-only digital health platform for continuous home monitoring of people living with dementia and Parkinson's. It combines wearable data, caregiver input, digital biomarkers and clinician dashboards to support earlier recognition of functional, behavioural and physiological changes.
Who is it for?+
Clinics, care homes and RSA, neurologists, geriatricians, caregivers, research partners and digital health pilots.
Does it need special hardware?+
No. HugBrAIn is software only and works with the devices patients and clinics already have. No proprietary hardware to buy, ship or maintain.
Is it a diagnostic tool?+
No. HugBrAIn is not a diagnostic device. It is designed to support clinical decision-making under clinician oversight, for clinical pilots and research use.
How are health data and the EU AI Act handled?+
Health data is processed as special-category data under the GDPR, with privacy by design, granular consent, encryption and auditability. The platform is designed to align with the EU AI Act through transparency, human oversight and continuous risk management.