Entrepreneur James Park says he was out-of-shape, hanging out at home playing videogames, when he had the idea to build a new wearable tech device.

The Harvard dropout was taken by the way the then-new Nintendo Wii combined motion sensors with software, so he and his longtime business partner looked to create something similar—but portable.

Today,...