Data from previous clinical trials can be extremely useful for discovering new indications and reducing overall R&D costs. Specialized skill sets are required to navigate the partnerships for gathering and interpreting this data, especially for older drug candidates. • Deploy open innovation partnerships for clinical validation success • Partner with patient advocates and government agencies • Build new economic incentives • Update your computational strategy