Clinical trials are used to test whether new medical treatments work effectively and actually treat a disease. Conducting and designing clinical trials today can take years and cost millions of dollars. A workshop was held with clinical trial experts to discuss challenges in conducting clinical trials and ways to improve efficiency while maintaining high standards. The workshop focused on cardiovascular disease, depression, cancer, and diabetes and gained insights into differences in clinical trials by disease that could help overall improvement. Future work will further analyze regulatory, administrative, and financial barriers to effective clinical trials and develop a vision for a sustainable clinical research infrastructure in the United States.