Functional Requirements for Interactive Bias-Audit Tools

Interactive toolkits can be used to audit automated decision-making models for discriminatory biases. In this paper, we present a rubric listing the functional requirements such toolkits need to fulfil to make them usable in practice. The rubric was based on a literature review of interview studies with industry practitioners, and other possible auditors.