Products Risk Insights Mobility Metrics Analysis Mobility Metrics Tracker Gaze Metrics Analysis Dynamic Care Plan
Solutions Senior Living Longevity Clinics Concierge Medicine Rehab & Post-Acute
Sign in Request Demo →

Risk Insights

Predict the two events
that change
everything.

Falls within 180 days. Cognitive decline risk 3–8 years out. Two AI models, one check-in. Gives your care team the early warning window to act.

Risk Insights — Mobility and Cognitive risk app screens
180 days Mobility Risk Window Fall & acute safety prediction
3–8 years Cognitive Risk Window Before clinical symptoms appear

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 →

Two Prediction Windows

Short-term safety.
Long-term cognition.

Risk Insights surfaces risk before the signals are visible, giving care teams a meaningful window to intervene. Uses EHR data via API or PDF, or simply patient intake.

Mobility Risk Insights app screens
180-Day Mobility Risk

Fall & Safety Risk

A structured check-in that identifies fall and acute safety risk up to 180 days in advance. Results surface a risk tier, the specific signals behind it, and a suggested next step for the care team.

Trained on 4 million Mayo Clinic outpatient records
Takes EHR data via SMART on FHIR, or manual input — whichever fits your workflow
No personally identifiable information collected or stored
Cognitive Risk Insights app screens
3–8 Year Cognitive Risk

Cognitive Decline Risk

A structured check-in that detects early signals of cognitive decline 3 to 8 years before a standard clinical test would flag concern. Uses a unique time-comparison format — asking how responses would have differed 6–12 months ago.

Trained on 2.5 million Mayo Clinic outpatient records
Trained AI analyzes temporal changes
No personally identifiable information collected or stored

How It Works

A check-in that fits
any care setting.

1
Beginning the Risk Insights check-in

Begin the check-in

Answer a set of health questions, upload any health data available PDF or EHR — on any device, self-directed or guided by staff.

2
Risk Insights results screen

Get a clear risk picture

Results surface a risk tier, flag the specific signals behind it, and suggest a concrete next step. The patient sees a plain-language summary. The care team sees the full clinical detail.

3
Sharing Risk Insights results with the care team

Share and act

With a single tap, results are shared with the care team, family, or referring clinician — with the patient's explicit consent. Risk Insights feeds directly into the Care Plan layer for action.

The Check-in Experience

What your patients
actually experience.

A structured multiple-choice check-in with a clear risk result at the end — simple enough to complete independently, credible enough to share with a care team. One video covers both the Mobility and Cognitive flows.

Risk Insights — Check-in Experience

Click to play

Mayo Clinic training data — model credibility

Model Credibility

Trained on millions of
Mayo Clinic records.

Both models were trained on structured and unstructured outpatient data from Mayo Clinic — one of the world's most comprehensive longitudinal clinical datasets. The models are owned by SeniorLife and improve as more longitudinal data accumulates.

0.98
Fall Risk Recall
Elevated-risk identification
78
Cognitive Model
False positives in 14K predictions (5–8yr)

Get Started

Ready to see it
in your setting?

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