ICH E3 recommends that sponsors provide written narratives describing serious adverse events or AEs of special interest. Completing narratives offers numerous practical challenges: allocating sufficient resources to meet timelines, reviewing disparate data sources, updating text to reflect changes in study data, and accommodating differences in narrative content according to disease area. We describe how narratives can be generated directly from study data sets and tailored using JMP Clinical.