This article is chapter 13 from the book 'Multidiciplinary aspects of Artificial Intelligence': https://itprofessionalism.org/app/uploads/2021/06/VANDUUREN_DEPOUS_MULTIDISCIPLINARY_ASPECTS_OF_ARTIFICIAL_INTELLIGENCE_2020.pdf The question is not whether we want our society to be digitalised, but how to do it decently. AI Governance can play an important role in this, but this means for structure and integrity is still largely unknown territory. There is not even a broadly supported unequivocal definition or standards framework. Nor does the term currently appear in the online encyclopaedia Wikipedia, or in the Gartner IT Glossary. Particularly striking in relation to the topic of artificial intelligence are the concerns about abuse and the infringement of human rights, for instance, about abuse of power, privacy violations, loss of employment and injustice. These concerns indicate without a doubt that attention to and further development of AI Governance is necessary.