Earlier diagnosis leads to better outcomes with
The orthopedic journey
A patient’s orthopedic journey begins before the first appointment.
For patients with musculoskeletal pain, the path to the right diagnosis starts the moment symptoms begin, not when they walk in. OrthoPop captures the patient’s story before the visit, turning the earliest and most decisive moments into clinical clarity.
Human intelligence, built by specialists. Not generative AI
The first 10 minutes
The first 10 minutes of intake decides the next 90 days of care.
Today, the most decisive window in orthopedic care still relies on fragmented histories and free-text intake. Most patients first present to a non-specialist, leaving critical decisions around triage, imaging, and referral to be reconstructed in the exam room — where they are hardest to get right and costliest to get wrong.
The cost of the current system
When the first step fails, everything downstream pays.
Misdiagnosis & repeat workups
Vague, free-text histories send patients down the wrong pathway, then back again for redundant imaging and revisits.
Wasted clinical time
Providers spend the first minutes of every visit reconstructing a history the patient could have captured beforehand.
Inefficient utilization
Wrong-door referrals and avoidable appointments drive cost across the system and delay the patients who need care most.
35%+
— of initial musculoskeletal visits are misdiagnosed without structured intake
~20%
— of all healthcare visits are musculoskeletal-related
$980B
— annual U.S. musculoskeletal economic burden
SOURCES: USBJI · AHRQ · CDC NHAMCS
THE ORTHOPOP SOLUTION
The visit starts differently when the workup starts before the visit
Same patient, two different starts. Hover over any step to see its counterpart in the other row, and wwhere the paths diverge.
The patient calls to schedule and fills out a generic paper or digital intake form.
Front-office and scheduling staff often lack the clinical expertise to spot red flags or optimize triage from that intake.
The provider rebuilds the history during the visit, starting the workup from scratch.
Initial imaging often has to be repeated as the picture becomes clearer, and red flags surface too late to change the outcome.
Much of the first visit is spent working through a differential. A non-specialist describes the pain in generic terms and orders imaging without the context to interpret it — adding uncertainty at the most critical phase.
The patient calls to schedule and completes a guided intake before the visit, starting the journey toward an early diagnosis.
A working diagnosis list and red-flag screen reach the front office, catching urgent issues early.
The care team reviews the summary before arrival, with clear context to optimize scheduling, imaging, and triage.
The visit opens with a plan in place — patient and team aligned on an early diagnosis and the path to treatment.
Optimal triage to the right specialist happens before the appointment. Any imaging carries clinical context for an earlier, clearer read, moving the patient from diagnosis to treatment.
Why OrthoPoP?
Human intelligence, built by specialists.
Every pathway in OrthoPoP is authored and vetted by practicing clinicians. AI does one job: make our specialists’ knowledge faster to reach. The judgment is always human.
400+
curated musculoskeletal conditions
100+
combined specialist experience
0
generative freelance answers
See a working diagnosis list before your next patient walks in.
We’re selecting pilot sites now. Book a walkthrough, or read the white paper behind the method.