Using free open-source tools, we can now analyze athletes in 3D from a single camera. As a Paralympic medalist, I’ll touch on what this technology means for Para Rowing following a rule change in 2018. We’ll examine how skeletal tracking revealed a fundamental shift in elite athletes’ range of motion. This presentation will separate hype from reality and provide actionable insight into how to use computer vision to help understand and enhance athlete performance.