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Rehab & Post-Acute Care

Recovery, measured.
Discharge, defended.

Objective biomechanical data — every session, from admission to discharge — for orthopedic, stroke, and neurological recovery. Documented the way payers need to see it.

30+ Objective Markers Per session · 6 functional domains
15–30s Per Assessment Any smartphone · no specialist needed
IRF-PAI Aligned Domains Supports CMS functional scoring
6.5M+ Mayo Clinic Records Pre-admission fall risk model

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 →

A Different Kind of Record

From impression
to evidence.

Without SeniorLife.AI
With SeniorLife.AI
Discharge
Observation + one TUG time
Timestamped trajectory · 6 domains
Documentation
Clinician narrative · subjective
Scored. Timestamped. IRF-PAI mapped.
Compliance
Retrospective audit risk
Objective trajectory survives any review
Therapy
Intuition + general protocol
Target the domain. Every session.
Fall risk
Manual reassessment on a schedule
Every session · trends before incidents
Handoff
Narrative summary
Six-domain functional profile

How It Works

The right patient in.
The right outcome out.

Whether it's a hip replacement or a stroke — the platform tracks what matters from Day 1.

01
Before Admission

Know who you can win with.

The Mayo Clinic–trained model scores fall risk and functional trajectory before the patient arrives. Take the patients you can successfully discharge home in 14 days. Pass on the ones who belong in SNF. Protect your per diem. Protect your MA contract.

02
Every Session

Track the recovery. Catch the drift.

30 motion markers scored every session — gait, balance, transitions, power, turning, control. If a domain stalls, PT knows that shift. Not next week's review. That shift. Early course-correction keeps the stay on track and the discharge date intact.

14 days

Every day billed. Every day defensible. Patient goes home.

Objective session-by-session data is what survives MA retrospective review — and what prevents the readmission that wipes out everything you earned.

Mobility Metrics Analysis

Motion is the
Sixth Biomarker.

Heart rate. Blood pressure. Temperature. Respiratory rate. SpO₂. And now — movement. Six functional domains scored every session, from the first step after admission to the last before discharge.

Gait
Speed, step symmetry, stride — primary IRF-PAI mobility indicators.
Balance
Postural sway and stability — strongest single predictor of fall risk.
Transitions
Rise and sit quality — basis for assisted vs. independent mobility orders.
Turning
Direction-change mechanics — where most in-facility falls occur.
Power
Lower-limb functional output — input for therapy load and discharge readiness.
Control
Movement precision — leading signal for neuro and post-surgical recovery.

Every patient gets their own baseline on Day 1. Recovery is measured as delta from that personal starting point — not against a population average. Domain scores map to IRF-PAI functional categories, supporting CMS reimbursement tier. Pre-admission fall risk runs on a Mayo Clinic–trained model across 6.5M records.

Stroke and TBI recovery — same platform, no extra tools

Stroke and TBI patients present with mobility deficits — gait asymmetry, balance impairment, loss of movement control. The same six domains that track orthopedic recovery capture neurological recovery too. Day 1 baseline, every session scored, trajectory documented.

Neuro Rehab Ready

Role-Based Intelligence

The right data,
the right person.

Powered by Care Plan — routed to each role, on every shift.

Nursing

Objective stability data before approving unassisted mobility — including fatigue-driven changes that only appear on evening shifts.

Verify stability before approving unassisted mobility
Track fatigue-related gait decline across shifts
Fall risk alerts before incidents, not after

Physical Therapy

Domain trends show exactly where recovery is stalling. Target the deficit — not the calendar.

Target the domain that needs it, each session
Delta from personal Day 1 baseline — not population norms
Auditable session charts for documentation

Physicians & Medical Directors

A longitudinal trajectory — admission through discharge — that survives retrospective payer review.

Discharge backed by trajectory, not impression
Low risk score supports discharge home vs. continued skilled care
Six-domain profile follows the patient to home health

Medical Director & CMO

Compliance-grade documentation that supports medical necessity, survives retrospective payer review, and satisfies IRF-PAI requirements without extra clinician effort.

Longitudinal trajectory answers retrospective audit questions before they're asked
Domain scores map directly to IRF-PAI functional categories and CMS tiers
Medical necessity supported by objective data, not clinician impressions
Value-based contract performance tracked across the patient population

Dynamic Care Plan

One platform.
Every role, informed.

The Care Plan takes every domain score and routes the right action to the right person — automatically. Nursing sees fall risk. PT sees which domain to target. The Medical Director sees the trajectory that supports discharge. No extra charting. No separate system.

Role-routed — each clinician sees only their relevant actions

Updated every session — not a static document

Handoff-ready profile follows the patient to home health

Learn about Dynamic Care Plan →
👆

This is the real app — tap each role to see exactly what Care Staff, Therapist, and Clinician see. Expand the sections too.

Built Into Your Workflow

Your EHR.
Zero new workflow.

SMART on FHIR. Embedded iFrame. No new login, no IT project. Live in days.

SMART on FHIR

Reads the chart. Writes back. No re-entry.

iFrame — never leave the chart

Embedded panel. Clinicians stay in the workflow they know.

Live in days

Signed agreement to first assessment: days.

HIPAA compliant · end-to-end encrypted

Meets the security bar of any major health system.

No EHR? Doesn't matter.

Our AI handles onboarding with or without integration. Same data. Same day-one baseline. Zero IT dependency.

Get started →

The Result

Discharge faster.
Document better. Bill confidently.

Earlier discharge — with a chart that holds up

Domain trajectories replace impressions. Payers see what they need to see.

Fewer transfers. Fewer surprises.

Decline shows up in the data before it shows up in the patient.

Handoffs that actually transfer care

Six-domain profile follows the patient. Home health starts informed.

Built for IRF-PAI and value-based contracts

Domain scores map to CMS categories. The longitudinal record does the work.

Get Started

Ready to see it
in your facility?

Request a personalized demo or ask about a free pilot for your team.