We have adaptive design, but what else can be considered in diverse approaches to treat cancer? What have we learned about what else might be considered to augment with real world evidence and other data sets that could be valuable to understand the safety and effectiveness of a new molecule? How can industry be “better” at designing trials to utilize resources in the best way possible?