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Senior Living Operators

Know who is at risk —
before it's apparent.

Fall risk, cognitive decline, vitals, activity — synthesized into one care intelligence, pushed to your staff on any shift.

$87K Avg Revenue at Risk Per fall-related move-out
180 days Fall Risk Warning Mayo Clinic trained AI · Assess elevated risk
6 Domains Precise Mobility Issues Mobility Metrics Tracker (FDA)

Wellness platform, not a medical device. SeniorLife.AI provides wellness tracking tools and insights. Not intended for medical diagnosis or treatment. Always consult a qualified healthcare professional. Read full disclaimer →

Integrated Action

The right action.
Real-time. For every role.

We don't wait for the shift. The AI re-synthesizes every signal continuously and delivers exactly what each care team member can act on the moment something changes.

Front-line care team member reviewing a shift action card on their phone
Care Staff

Daily care team

One clear priority per resident at the start of every shift. No dashboards, no reports.

Encourage activity and address fall risk. Monitor mobility, especially sit-to-stand.
Ensure safe transfers. Possible falls detected 3 times this week via Activity Monitor.
Physical therapist reviewing TUG results and mobility domain scores before a resident session
Therapist

Therapy team

TUG results, domain scores and flagged changes waiting before every session. Evidence-led from minute one.

Review TUG results. Focus on balance and gait training. Address sit-to-stand difficulty.
Document fall prevention. Mobility Metrics: Transitions, Gait, Balance, Turning all GOOD.
Clinician reviewing a synthesized risk summary — vitals trends, flagged changes, risk score
Clinician

Clinical team

Risk signals, vitals trends and flagged changes synthesized. Review focuses only on what has actually shifted.

Review elevated stress index (247 au). Monitor BP trends. Assess medication impact on balance.
No other immediate concerns. Risk Insights shows elevated fall risk, last assessed 3 months ago.

How It Works

Urgency first.
Full context on demand.

Urgent alerts first. Role-specific action next. Full context one tap away.

9:41
●●●▊▊
George Armstrong
Male · 58
Possible Falls — 3 this week Activity Monitor
CARE ACTION

Encourage activity and address fall risk. Monitor mobility, especially sit-to-stand. Ensure safe transfers.

Inputs & Insights
Risk Insights Elevated fall risk
Last assessed 3 months ago
Mobility Risk Tier
Elevated fall risk
Mobility Metrics All GOOD
Last measured 6 days ago
Transitions
GOOD
Gait
GOOD
Balance
GOOD
Turning
GOOD
Activity Monitor Possible falls detected
Updated this week · Real-time
Possible Falls
3 detected this week
Vitals Stress ↑
Updated 4 hours ago
Heart Rate
65bpm
HRV (SDNN)
43ms
Systolic BP
112mmHg
Diastolic BP
78mmHg
SpO₂
98%
Stress Index
247au
↑ Elevated
Hemoglobin
14g/dL
HbA1c
5.6%
George Armstrong
Male · 58
Possible Falls — 3 this weekActivity Monitor
CARE ACTION

Encourage activity and address fall risk. Monitor mobility, especially sit-to-stand. Ensure safe transfers.

Inputs & Insights
Mobility Metrics All GOOD
Last measured 6 days ago
Transitions
GOOD
Gait
GOOD
Balance
GOOD
Turning
GOOD
1
Care team member responding to an urgent fall alert on their phone

Critical alerts, instantly

Falls, sensor alerts, risk changes surface at the top of the Care tab instantly. No searching.

2
Care team member reading their role-specific action card

One action per role

One instruction synthesized from every signal, matched to the role reading it. Care Staff, Therapist and Clinician each receive exactly what is actionable for them.

3
Resident care context showing risk scores, mobility metrics and activity data on demand

Full context, on demand

Risk scores, mobility metrics, activity data, vitals — all there, collapsible, updated in real time.

Notifications

It finds you.
You don't find it.

Possible falls threshold reached, fall detected, risk score shifts, elevated vitals. The right person's device gets the alert. Nobody has to check.

Critical
Fall detected or 3 or more possible falls in a week — immediate push notification and timeline entry.
Risk & Vitals Updates
Risk tier changes, elevated vitals, care record updates — logged to timeline, push for elevated risk.
Push Notification
SeniorLife.AI
Armstrong, George — Possible Falls
Activity Monitor · 3 this week
now
In-App Timeline
Armstrong, George
Possible Falls — 3 detected this week
See Activity Trend
11m ago
Armstrong, George
Elevated Fall Risk — Risk Insights
See Risk Analysis
3mo ago
Armstrong, George
Stress Index ↑ 247 au — Vitals
Check Vitals
4h ago
Care coordinator reviewing a resident risk dashboard with risk tier badges and 180-day mobility trend chart

Early Intelligence

Risk shows up in data
long before a fall does.

Mayo Clinic trained AI predicts fall risk 180 days out and cognitive decline 3 to 8 years out. A baseline established at move-in. Every signal after that — movement, vitals, assessments — synthesized automatically.

Integrated Data Layers

Three layers of data.
One risk picture.

Baseline risk at move-in. Ongoing safety tracking. Continuous monitoring in between.

Risk Insights app showing 180-day fall risk and 3–8 year cognitive risk results at move-in
Move-In · Periodic

Baseline Risk Profile

Two AI models trained on 6.5M Mayo Clinic records establish each resident's fall risk (180-day) and cognitive decline risk (3 to 8 year) at move-in. The baseline everything else is measured against.

Explore Risk Insights →
Staff filming resident during a 30-second TUG test with gait domain scores visible on screen
FDA Class II SaMD · See scope →

Mobility Safety

Up to 30 gait and balance metrics from a single 20 to 30 second video. Preserve Independence mode flags the domains trending toward fall risk before an incident occurs.

Explore Mobility Metrics Analysis →
Discreet radar sensor in a senior's room with fall detection alert visible on app
Continuous · On-Demand

Real-time Monitoring

Always-on radar tracks time in bed, time in bathroom, movement patterns and possible falls — events the resident recovered from. Three or more in a week is a pattern that surfaces before a fall the resident may not recover from. No cameras, no wearables. Vitals integrated via PPG or other input methods.

Across Your Community

One platform.
Every care level.

Independent Living

Families choosing between communities pick the one that proves proactive monitoring. A baseline at move-in, tracked quarterly, is that proof.

Assisted Living

$87K average revenue lost per fall-related move-out. A 180-day risk window gives your team time to act first. When staff turn over, the AI retains every resident's history. New hire, same intelligence.

Memory Care

Quarterly cognitive tracking gives families a longitudinal picture that's specific and shareable. Replaces "we think she's declined" with data they can actually see.

Get Started

Ready to see it
in your setting?

Request a personalized demo or ask about free evaluations for your residents or members.