Controversial predictive tools for offender management are increasingly being used in the US to determine sentencing. Marion Oswald (Winchester University) and Jamie Grace (Sheffield Hallam University) examine the use of algorithmic risk assessment tools, and call for an open debate in the UK about where the red lines should be.