This critical review discusses the training programs and policy documents implemented by the Australian government to address domestic and family violence in culturally and linguistically diverse communities (CALD). It examines the effectiveness of these programs and documents in creating awareness, promoting cultural safety, and addressing bias and racism. The review also highlights the importance of collaboration between mental health clinicians and police in responding to incidents involving individuals with mental illness. Additionally, it explores the Queensland multicultural policy and the 'Taking a Stand Responding to Domestic Violence Policy' in South Australia as examples of initiatives aimed at supporting CALD communities and preventing gender-based violence.