Wandelbots revolutionizes the way how industrial robots are programmed and used. In contrast to traditional manual programming of robots, Wandelbots enables non-programmers to teach robots by demonstration with wearables. Based on our motion capturing system with a smart jacket and a data glove, human motion is transferred to robots in real-time. People can show industrial robots how a task is performed, based on demonstration. The software backend employs novel machine learning techniques to automatically generate automation processes using several observed demonstrations. Our first pilots have shown, that this approach will lower the implementation time of control software for robots by a factor of 10 and will dramatically lower the implementation cost.