We turn movement into clinical-grade data.
AAI Health is a complete musculoskeletal ecosystem under one umbrella. It leverages a proprietary virtual MSK assessment platform that uses no wearables to turn movement into clinical grade data combined with expert physician reporting. We are the objective standard for pain and musculoskeletal health.
We predict risk before it becomes a claim, prove whether treatment is working, and coordinate the right care.
The result: less guesswork, lower cost, and better outcomes with fewer unnecessary opioids and surgeries along the way.
MSK is the #1 cost in healthcare. Everyone manages it blind. We don't.
AAI Health is the "blood test" for how you move.
burden · 5.8% of GDP
per year
an MSK condition
30-min assessment
Every diagnosis got a real test.
Function is still a guess.
A few hundred years ago, all of medicine ran on guesswork. Three of these were retired. One never was.
Then — a finger on the pulse, a guessed number.
Now — the cuff. Exact, every time.
Then — guessed from the look of the eyes.
Now — a blood panel. Precise.
Then — tasted in the urine and blood.
Now — a glucose meter. Instant.
The most expensive sector in American medicine is still measured the way it was before electricity — back when diabetes was found by taste.
A system failing the payors, employers, rural health/FQHC, attorneys, physicians, and the patient at the same time.
Claims surface months late
By the time an injury becomes a claim, you’re already paying for it. There is no early warning.
No objective baseline
Pain and function are recorded subjectively. That inflates cost and hides who is actually at risk.
Unconscionable variability
Diagnosis, recovery, and protocols differ wildly. There is no standard and no way to compare.
Most MSK apps are vitamins. We're the blood test.
Exercise apps hand everyone the same routine without ever screening whether they need it. AAI Health screens first — what’s wrong, who’s at risk, and whether treatment is actually working.
Risk, surfaced early
Objective MSK risk surfaced before it becomes a claim.
Injury, foreseen
Identify who is heading toward injury — before it happens.
Treatment, proven
Prove whether PT, meds, or surgery work — in weeks, not months.
Meet Jessica — a clinical-grade assessment from any phone or computer.
An objective measurement of a participatory test — repeatable, standardized, and completely wearable-free.
- Pain Mapping — a natural conversation captures the 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.
Patient opens the app
Any camera-enabled phone or tablet.
Jessica guides the session
Movements, postures & ROM tests.
Computer vision captures
1,000+ unique data points recorded.
Normal clears, risk routes
Flagged results route to expert care.
Standardized movements
Data points captured
Remote & wearable-free
Average session
One closed loop: the patient, the AI, and the physician.
The AI measures. The physician diagnoses and directs care. The next assessment proves whether it worked.
Clinically structured reports that redirect spend.
Every movement measured against unit-aware target windows, with status flags that surface risk at a glance — the raw material behind the population analytics employers and payers buy.
Head-to-toe MSK
Complete clinical summary of the whole musculoskeletal picture.
Range of motion
Isolated measurements & deviations from target windows.
Disability scoring
Standardized scoring, comparable across a population.
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.
Real evidence, real patients, real MSK practice.
Deployed with real patients inside a working pain practice
Data points collected and analyzed
Engagement among symptomatic patients
Patients · paired baseline & follow-up outcomes
Every measured outcome moved in the right direction.
A different axis than the exercise apps.
Distribution, capital, and brand at $2–6B scale.
Physician-interpreted objective measurement, risk prediction, and treatment validation — in one closed clinical loop.
A broken system, made whole: Jack's story.
Former athlete. Now a construction worker, father, and husband to Diane.
Risk was never measured
Jack hurts his back at work. He never had an MSK screen — his risk was invisible until it became a claim.
Months of unverifiable PT
Subjective improvement no one could measure. Then surgery — and more pain.
Caught early. Proven care.
Injury caught early. Objective data guides care. Outcomes tracked, risk reduced — Jack returns to work.
What it’s worth: one avoided surgery pays for hundreds of screens.
The physician who saw the opioid crisis coming — now building the standard that comes next.
AAI Health isn’t a tech company that hired a medical advisor. It’s founded and led by one of the most credentialed interventional pain physicians in the country — the first U.S. pain physician to work with the World Health Organization’s Department of Substance Abuse, who warned of the OxyContin epidemic more than a decade before the CDC, and who has never prescribed OxyContin or oxycodone in three decades of practice.
The clinical logic inside this platform is his — now formalized into protocols any credentialed reviewer can apply, designing the founder out of the critical path on purpose.
Physician founded, Physician led, Technology built.
A double board-certified founder, a GLP-1 clinical bridge, an operating COO, and a deep AI/computer-vision engineering team — backed by a clinical network of credentialed MSK experts reviewing assessments today.
Jay Joshi, MD®
Double board-certified pain physician
Grant Reffell, DC
Six years operating the company
Shoriful
Two-time exit founder
Mehedi
AI & computer vision
Asif
iOS · Swift · Flutter
Nirjor
CV & LLM applications
Meraj
On-device AI
Desha
Next.js · React · TS
Sadi
Univ. of Tsukuba
Mitul Desai, MD
Double board-certified · the GLP-1 clinical bridge
Deanne Giannola, PA-C
Krista
Adriana
Chrissy
Enrique
Stop managing MSK blind.
See how objective, physician-validated MSK measurement redirects waste and proves what works across your population and patiets.
The objective standard, while the window is open.
Physician founded, physician led, ecosystem validated, five years of clinical signal. Request the investor materials for traction, market, and roadmap.
Set up a demo & meet Jessica.
Our agentic AI will lead you through your first MSK assessment — experience Smart Data firsthand. The future of MSK begins here.