AMI-Lab Platform

An older adult lives alone. AMI-Lab sensors passively monitor movement, sleep quality, heart rate, and daily routines — without cameras or wearables. If the system detects an unusual pattern (e.g., no movement at typical morning time, abnormal vital signs), it automatically alerts the caregiver or family member in real time.

A caregiver at a senior residence monitors 20+ residents from a single dashboard. The platform aggregates sensor data from every apartment, highlights residents with changing health patterns or alerts, and provides context-rich information — enabling faster, better-informed decisions without constant physical rounds.

A patient suspected of sleep apnea avoids costly, uncomfortable sleep clinic tests. AMI-Lab deploys a non-invasive multimodal sensor kit (oxygen saturation, temperature, humidity, heart rate) in their bedroom. The platform analyzes overnight data in real time, detects apnea events, and sends alerts to medical professionals — all from home.

An older adult wants to travel across Sherbrooke by bus but struggles with icy sidewalks and steep routes. The Mobilainés platform, powered by AMI-Lab infrastructure, generates a personalized route that avoids hills, monitors real-time city conditions, and selects transit connections suited to their physical capabilities and preferences.

A person living with Alzheimer's disease experiences pain but cannot reliably self-report it. AMI-Lab deploys surface electromyography (sEMG) and physiological sensors that detect pain indicators passively. The system flags likely pain events to the care team, allowing timely intervention and improving the patient's quality of life without relying on verbal communication.

A geriatric physician wants to monitor frailty indicators in their patients at home but has no software development background. Using AmI-DEU's visual IDE, they define the monitoring rules in their own medical vocabulary. The framework compiles this into an autonomous agent that runs on the platform, collects the right data, and notifies the physician when thresholds are crossed.