Managers, instructional designers (IDs), and developers are constantly told that they can use data to improve learners’ engagement, results, or job performance, to personalize eLearning, or to make learning stick. Are these claims realistic? What data do managers or designers need, and how should they use it to achieve any or all of these goals?