In light of the provisions set by Regulation (EU) 2024/1689 concerning harmonised rules on artificial intelligence (AI), this article outlines the stages of the decision-making process which, also considering the duty imposed on the entrepreneur (and on company directors) to establish organisational, administrative and accounting arrangements appropriate to the nature and size of the undertaking, should be followed in the event that the undertaking intends to adopt a high-risk AI system.