Care and safety guide
What is AI fall detection?
AI fall detection can help families and care teams respond sooner to a possible fall. It works best as one part of a clearly defined care and response plan.
How AI fall detection works
A camera-based system observes movement in a defined area and uses AI to identify patterns consistent with a fall. When the system detects a potential incident, it can send an alert to a family member, caregiver, or operational team so they can check in and follow their response process.
Kami Care uses privacy-preserving skeletal data for fall detection. This approach is intended to focus the system on motion patterns rather than identity, while giving authorized responders context when an event needs review.
Where it can help
- Families who want an additional way to notice an unwitnessed incident at home.
- Senior living communities that need faster awareness and documented response workflows.
- Care operators building safety services without requiring a pendant, watch, or bracelet.
What it cannot do on its own
No detection system can eliminate all missed alerts or false alerts. Coverage can vary with room layout, installation, lighting, network conditions, and the response process. AI fall detection does not diagnose a medical condition, replace professional care, or determine whether emergency services are required.
Questions to ask before deployment
- Who receives an alert, and how quickly can they respond?
- Which rooms are appropriate, and where are camera-free spaces needed?
- What consent, access, retention, and escalation rules apply?
- How will the system be tested with the people who rely on it?
Frequently asked questions
What is AI fall detection?
AI fall detection uses sensors or cameras to recognize motion patterns that may indicate a fall and notify a designated caregiver or response workflow. It is designed to shorten the time between a possible incident and a human check-in.
Who can use AI fall detection?
It can support older adults living independently, family caregivers, senior living communities, and care operators. The right setup depends on the environment, the response process, and the person's preferences.
Does AI fall detection replace emergency services or caregivers?
No. A fall-detection system is an alerting and decision-support tool. A person or established emergency response process must assess the alert and determine the appropriate next step.
How can camera-based fall detection protect privacy?
Privacy depends on the product design and deployment. Kami Care is designed to process skeletal data for fall detection and to provide event-based access rather than continuous viewing. Families and operators should still establish consent, access, retention, and response policies.