In collaboration with ANTI and commissioned by the Information Commissioner’s Office (ICO), we ran a research program spanning multiple weeks and research methods to map the role of design in creating non-discriminatory AI. The research will help the UK’s ICO understand how (mis)use of personal data across the AI pipeline can create harms, the technical, social & organizational challenges in mitigating them, and the support product teams and designers might need.