In this white paper, we present a definition of transparency for information technology systems that have integrated artificial intelligence (AI). The aim of this publication is to develop a common understanding of the term transparency and to highlight the relevance of transparency for various stakeholders and the BSI. Therefore, the paper is addressed to all stakeholders of AI systems and is intended to show, among other things, that different stakeholders may also have different transparency requirements.