The first fully remote, wearable-free musculoskeletal exam of its kind — turning how a body actually moves into objective, clinical-grade data. A baseline you can measure against, and real improvement you can prove.
Traditional musculoskeletal assessment varies by examiner, environment, effort, and documentation quality. Function is the last major domain in medicine still assessed subjectively, randomly, and primitively.
Quantified
Movement, not estimates
Range of motion measured to a tenth of a degree — not eyeballed, not guessed, not recalled by the patient a week later.
Repeatable
The same test, every time
Standardized baseline and follow-up measurements, scored identically — which is what makes results comparable across a population and over time.
Defensible
Findings that hold up
Objective documentation for clinical, employer, insurer, and medico-legal decisions — where narrative notes alone have never been enough.
The Platform
Meet Jessica — a clinical-grade assessment from any phone or computer.
An objective measurement of a participatory test: repeatable, standardized, and completely wearable-free. No special software to install. Performed wherever the patient is.
Pain Mapping — a natural conversation captures the full history of discomfort.
Clinical Intake — voice-enabled dialogue records structured clinical answers.
Movement Capture — camera-based range of motion, measured to a tenth of a degree.
How It Works
45+ movements. 1,000+ data points. 30 minutes. Zero wearables.
STEP 1
Patient opens the app
Any camera-enabled phone or tablet.
STEP 2
Jessica guides the session
Movements, postures & ROM tests.
STEP 3
Computer vision captures
1,000+ unique data points recorded.
STEP 4
Normal clears, risk routes
Flagged results route to expert care.
45+
Standardized movements
1,000+
Data points captured
100%
Remote & wearable-free
30 min
Average session
Core Capabilities
A complete objective MSK toolkit.
Range of Motion
Every major joint
Objective cervical, lumbar, shoulder, hip, knee, and extremity motion measurement against unit-aware target windows.
Gait & Posture
How the body carries itself
AI-supported movement observation for gait pattern, posture, balance, and asymmetry.
Functional Capacity
Impairment to real life
Movement tasks and functional patterns that connect measured impairment to real-world ability.
Progress Tracking
Proof, not impressions
Baseline and follow-up comparisons that objectively measure response to treatment — in weeks, not months.
Medico-Legal
Defensible reporting
Findings built to withstand scrutiny in workers’ compensation, personal injury, and impairment contexts.
Virtual
Anywhere there's a camera
Remote capture enables hybrid and fully virtual assessment workflows, with no wearables and no clinic visit.
Smart Data
Clinically structured reports that redirect spend.
Each movement measured against unit-aware target windows, with status flags — within range or below target — that surface risk at a glance.
Assessment
Head-to-toe MSK
Complete clinical summary of the whole musculoskeletal picture.
ROM Report
Range of motion
Isolated measurements & deviations from target.
Oswestry
Disability scoring
Standardized scoring, comparable across a population.
Custom
Any stakeholder
User-defined sections for employers, payers, or work-comp.
Consistent, reproducible output — the same assessment, scored the same way, every time. That consistency is what makes it comparable across a population and over time.
The Line That Defines Us
The AI measures. The physician diagnoses and directs care. The next assessment proves whether it worked.
Every flagged result is reviewed by a credentialed MSK physician, who makes the diagnosis and directs care. This is the regulatory posture, not just the product — the platform measures and structures; licensed physicians diagnose and treat.
Early Evidence
Every measured outcome moved in the right direction.
70 patients, paired baseline and follow-up structured assessments under guided corrective care — generated inside a working pain practice.
−48%
Average pain severity · 5.97 → 3.08 VAS
−76%
Movements that provoke pain · 64% → 15%
+15%
Range of motion, all joints · 71.3° → 81.7°
0 / 70
Patients whose pain worsened
An Honest Read on the Evidence
A 70-patient case series — a strong directional signal, not a powered trial. ROM improvement reached statistical significance (p = 0.013); pain reduction trended toward it (p = 0.073). 39% of tracked pain sites resolved completely; zero worsened. An independent test-retest reliability study is underway to convert this signal into publishable validation. We publish what the data shows, including where it falls short.
Reporting Applications
Built for clinical, employer, insurer & legal clarity.
Objective reporting gives every stakeholder a clearer view of injury severity, functional loss, treatment progress, and recovery status.
Personal injury
Objective documentation of impairment and functional loss.
Workers' compensation
Claim-duration management and return-to-work planning, with consistency flags for variances that can’t be medically explained.
Treatment progress
Clinical tracking across an episode of care, measured rather than described.
Pre / post comparison
Procedure or therapy outcomes, proven against the patient’s own baseline.
Functional capacity
Impairment support grounded in measurement.
Remote monitoring
Longitudinal follow-up for hybrid and virtual care models.
Stop managing MSK blind.
Set up a demo and meet Jessica. Our agentic AI will lead you through your first assessment — experience Smart Data firsthand.