This paper is a compilation of findings from a literature review as well as key informant interviews with AI experts and humanitarians pushing the agenda for digital innovation in humanitarian action. The paper is aimed at humanitarian practitioners and leaders who would like to gain a general knowledge on Generative AI or would like to gain insight on trending strategies for mainstreaming Generative AI tools within their organization.