Building a high-performing data ethics programme from the ground up

Companies are presented with increasingly complex legal, ethical and operational challenges when implementing algorithmic data processing to detect security threats or generate business insights. In this paper we will share leading practices on how to navigate the compliance landscape, build and maintain an ethics-by-design programme for data and technology, leverage existing frameworks and manage stakeholders. We will also introduce emerging technical concepts from the privacy and security domains and provide a perspective of how these technical concepts may be introduced into the governance process for organisations.