Introduction
The clinical research industry needs to catch up in adopting digital and data transformation due in part to its complex and fragmented nature. With many stakeholders involved in a study's lifecycle and a lack of industry-wide standards and data marketplaces, progress has needed to be faster. However, as healthcare becomes increasingly digitalized, we are beginning to see a shift towards more widespread adoption of digital tools and approaches in the industry.