The 2014 Avoca Industry Survey explores the application of 'intelligent,' data-driven approaches in clinical development and the influence of outsourcing on their effectiveness. Results indicate varied advancements in these approaches, with significant contributions and barriers linked to outsourcing partnerships. Key findings highlight the importance of early engagement with providers and the need for efficient collaboration to optimize clinical trial processes.