This course describes how digital transformation increases the reach and speed of experimentation, and how this in turn both improves execution and supports innovation. The course will examine how successful firms integrate modeling, data gathering, analysis, knowledge synthesis, with both their planning and operations. Managing for such an approach requires not just an agile, but a scaled-agile approach, with multiple parts of the firm co-evolving in a mutually supportive way. Working in small teams, students will apply the concepts to term-length projects. The class will run as an applied studio, with teams providing constructive feedback to each other throughout the term.