Behavior Labs

Case Study

Post-Market Signal Detection: Orthopedic Implant Portfolio

Large orthopedic device company | Device | Quality

A large orthopedic device company with 140,000 implants in the field and quarterly signal review was detecting problems six to nine months after the first signal. Post-Market Surveillance intelligence detected an emerging complaint pattern across a device family — a lubricity-related migration issue in a specific tibial component — four months before internal trending systems flagged it. Early detection enabled a proactive field action that avoided an FDA-mandated recall and prevented an estimated 2,800 additional at-risk implantations.

0 monthsMonths earlier detection than quarterly review process would have flaggedBehavior Labs case study
0 patientsPatients protected from additional implants during accelerated detection windowBehavior Labs case study
$0MProactive action cost vs. $47M competitor mandatory recall costBehavior Labs case study

Outcomes

Results at a Glance

Measurable outcomes from the post-market signal detection engagement.

Months earlier detection than quarterly review process
Weeks from detection to root cause vs. typical 6-8 weeks
Patients protected from additional implants during detection window
Proactive corrective action cost vs. $47M competitor recall

See How This Applies to Your Organization

Learn how Behavior Labs can transform your post-market surveillance from quarterly compliance reviews to continuous signal detection and accelerated investigation.