MEASURE
Production application
Performance insights
Clinical PM
Clinical engineer(s)
AI engineer(s)
Failure mode dataset* eval
Review AI outputs
Analyze performance to prioritise work
Specify 'failure mode' to fix and performance threshold
Make changes
Make decisions about making live
Submit improvements
See impact of changes
AI text/layout recreation from video frame; verify against source image.