We analyse practitioner and service user reflections on a digitally enabled toolkit designed to enable desistance-focused conversations within routine probation supervision of men with convictions for Intimate Partner Violence in England and Wales. We explore how to embed inclusive therapeutic service provision within the role of public sector National Probation Service practitioners through the testimony of case managers (N = 9) and people on probation (N = 7). We discuss the strengths and challenges of the approach and its implementation. The findings are discussed in the context of: the forthcoming Domestic Abuse Bill; the renationalisation of probation; the recovery of probation services following the COVID-19 pandemic; and the emergence of technology that supports desistance.