What is it about? The potential of artificial intelligence (AI) to support office work in nonprofit organizations (NPOs) is still largely unexplored. This master's thesis develops and validates a practical taxonomy based on a socio-technical perspective for the systematic classification of AI functionalities relevant to office processes in NPOs. Based