A Royal Society article by Marion Oswald which considers the risks and challenges raised by the use of algorithm-assisted decision-making and predictive tools by the public sector. It reviews long-standing English administrative law rules designed to regulate the discretionary power of the state. The principles of administrative law are concerned with human decisions involved in the exercise of state power and discretion, thus offering a promising avenue for the regulation of the growing number of algorithm-assisted decisions within the public sector.