Peloton may not have killed spin classes, but there's a wave of tech-powered fitness companies trying to lure Americans away from the gym.

One of the latest, Century City-based FitOn, is betting that making sought-after celebrity trainers accessible through an at-home fitness program can convince the time-stretched and coach potatoes to sweat.