Collaboration in the machine age will increasingly involve collaboration with Artificial Intelligence (AI) technologies. This chapter aims to provide insights in the state of the art of AI developments in relation to human-AI collaboration. It presents a brief historic overview of developments in AI, three different forms of human-AI collaboration (e.g. conversational agents) and introduces the main areas of research in relation to human-AI collaboration and potential pitfalls. The chapter discusses the emergent multifaceted role of AI for collaboration in organizations and introduces the concept of trustworthy human-AI collaboration.