On November 9, 2023, IMPALA hosted a webinar on Embedding an Open Source Package into Analytics-Based Audits. During this presentation, Bjoern Koneswarakantha and Lisa Bennett of Roche discussed IMPALA’s Clinical Safety Reporting R package. This included testing, methodology, cross-validation between IMPALA’s member companies, and a demonstration on embedding the package into an analytics-based audit. The webinar rounded out with an interactive Question and Answer session. In addition to the webinar recording, more information on the code, including the link to the code repository and documentation, as well as to testimonials, can be found here.