How We Developed Our Approach
Working alongside geriatric specialists, emergency responders, and actual users, we identified patterns that traditional alarm systems missed entirely. Someone who stops their usual morning routine might need help before any fall occurs. Medication taken at odd hours might signal confusion worth investigating.
Our systems learn individual patterns rather than applying generic rules. This means fewer false alarms and faster recognition of genuine concerns.