Solutions
The same rep counting and movement rubrics, applied to two different jobs: reviewing one athlete closely, and running a room full of them.
A first pass over athlete video that separates what the camera observed from what still needs a coach’s judgement, so review time goes on the decisions rather than on counting.
Rep counts, pace and session results for supported movements, measured on each member’s own phone, plus live challenges that run without installed hardware.
Questions
No. Each athlete records on their own phone; nothing is mounted in the gym.
No. It counts and measures visible movement. Programming, load decisions and anything involving pain or injury remain a coach’s or clinician’s call.