Generative AI tools (GenAI) are increasingly used for academic tasks. including qualitative data analysis for the Scholarship of Teaching and Learning (SoTL). In our practice as academic developers. we are frequently asked for advice on whether this use for GenAI is reliable. https://www.remtavares.com/