Tableau AI + Analytics prioritizes explainability and transparency by providing detailed explanations for AI-driven insights. This includes information on the factors influencing predictions, the confidence level of the model, and potential biases in the data. This transparency helps users understand the reasoning behind AI-generated recommendations and make informed decisions, particularly in regulated industries where compliance and accountability are critical.