MSK Healthcare
Your recovery, tracked.
An AI-assisted musculoskeletal platform built with clinicians. Patients run intake and ROM scans on their phone — your team gets a full report before they walk in the door.
- HIPAA-aligned · BAA available
- iOS · Android · Web
- Epic, Cerner, Athena, FHIR
Raise your arm slowly out to the side…
0 min
Saved per first appointment
0.0%
Pose accuracy vs. goniometer
0k+
ROM assessments captured
0
Clinics in production
The workflow
Four steps. Roughly fifteen minutes.
From the invitation text to the clinician report — designed with PTs, MDs and patients in the loop.
- 01Invitation
SMS & email link
Patient gets a magic-link invitation tied to their appointment. No password to remember.
- 02Jessica AI
Conversational intake
Demographics, ADL, medical history and chief complaint — at the patient's pace, in their own words.
- 03ROM scan
Video assessment
Voice-guided exercises. The phone's camera captures the best frame and computes degree-accurate angles.
- 04Report
Clinician dashboard
Auto-generated summary, suggested diagnoses and interventions, with the original video one tap away.
Jessica AI
An intake your patients actually finish.
Question-by-question, with a body-map picker, speech-to-text and reassurance baked in. 87% completion rates in production.
Body-map picker
Patients tap where it hurts — front, back, anterior, posterior — and add severity.
27 languages
Speech-to-text and translation built in. We tested it with elderly users first.
Save & resume
If a patient drops off, they pick up where they left off — never restart.
Jessica
MSK intake · clinician-reviewed prompts
Hi! I'm Jessica. I'll help you get ready for your appointment. Where does it hurt?
Video ROM capture
Clinical-grade angles, from a phone in a living room.
On-device pose estimation with timer rings, audio cues and a best-frame reviewer. Validated against goniometer measurements across 1,200 sessions.
Voice-guided exercises
The phone talks the patient through the assessment so they can focus on moving correctly.
Best-frame review
The patient confirms the captured pose before submission — no garbage in.
±2° vs. goniometer
Mean absolute error of 1.8° across shoulder, hip, knee and ankle assessments.
Raise your arm slowly out to the side…
Why DML
Built differently than the MSK platforms you've seen.
White-labeled
Your brand, your colors, your tenant. We run the platform; the patient sees you.
On-device pose
The patient's video never has to leave their phone. Lower latency, lower cost, easier compliance.
Clinician-led
Co-built with PTs and MSK MDs. Every flow has been red-teamed by someone who's done 10,000 first appointments.
Kinetix Physical Therapy
“Patients are showing up engaged. They've already told us what's wrong; we get to spend the visit treating, not interviewing. Our PT satisfaction scores went up 22 points in a quarter.”
Dr. Anya Patel
Clinical Director · Kinetix Physical Therapy
Clinical demo
Ready for an MSK platform clinicians don't roll their eyes at?
Book a 30-minute walkthrough with our clinical lead. We'll send you a sample patient flow before the call.
