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We present a survey of tools used in the criminal justice system in the UK inthree categories: data infrastructure, data analysis, and risk prediction. Manytools are currently in deployment, offering potential benefits, includingimproved efficiency and consistency. However, there are also importantconcerns. Transparent information about these tools, their purpose, how theyare used, and by whom is difficult to obtain. Even when information isavailable, it is often insufficient to enable a satisfactory evaluation. Morework is needed to establish governance mechanisms to ensure that tools aredeployed in a transparent, safe and ethical way. We call for more engagementwith stakeholders and greater documentation of the intended goal of a tool, howit will achieve this goal compared to other options, and how it will bemonitored in deployment. We highlight additional points to consider whenevaluating the trustworthiness of deployed tools and make concrete proposalsfor policy.

Transparency, Governance and Regulation of Algorithmic Tools Deployed in the Criminal Justice System: a UK Case Study