The workshop presents the AI Toolbox, a set of open-source tools developed in the Horizon Europe project „Premiere“. It supports generative computer methods for creative work in performing arts. The toolbox combines AI and conventional algorithms to record and analyze performers’ movements, translate these into audio, visuals, and lighting. generate synthetic motions for human and non-human performers.