Discourse analysis is a useful and flexible method for exploring power and identity. While there are many ways of doing discourse analysis, all agree that discourse is the central site of identity construction. However, recent feminist concerns over power, agency, and resistance have drawn attention to the absence of participants' first-hand experiences within broad discursive accounts (Lafrance & McKenzie-Mohr, 2014; Saukko, 2008). For those with an interest in power relations, such as feminist researchers, this is a problematic silence which renders the personal functions of discourse invisible. In this paper, we argue that the 'personal' and 'political' are inextricable, and make a case for putting the 'personal' into broader discursive frameworks of understanding. Further, we assert that feminist research seeking to account for identity must much more explicitly aim to capture this interplay. To this end we argue that voice is the key site of meaning where this interplay can be captured, but that no clear analytical framework currently exists for producing such an account. In response, we propose Feminist Relational Discourse Analysis (FRDA) as a voice-centered analytical approach for engaging with experience and discourse in talk. We then set out clear guidance on how to do FRDA, as applied in the context of women working in UK policing. Finally, we conclude that by prioritizing voice, FRDA invites new and politicized feminist readings of power, agency, and resistance, where the voices of participants remain central to the discursive accounts of researchers.