useR! 2024

{admiral} is a package developed across the pharmaceutical industry to derive datasets that comply with industry specific data standards. In this presentation, we'd like to give a brief exposition of the {admiral} package. The talk commences by introducing our problem statement, how we solve it in {admiral} by compartmentalizing domain specific functionalities, and how the package and its family expanded to a wide cross-industry collaboration. We conclude showcasing a case-study where pandemic-driven interests led to an industry effort to create a vaccine-specific {admiral} toolset.