Our collaborative endeavor with Beiersdorf focuses on improving risk assessment processes. The project involved integrating their components into SaferSkin™ models through testing and evaluating various models, and then preparing a curated database of relevant data for model integration. The best-performing models were then incorporated into a SaferSkin web application for deployment and use.