For more than 50 years, randomized controlled trials (RCTs) have been used by the biopharmaceutical industry and regulators to evaluate the efficacy and safety of new medications as well as medical products that are being repurposed for new uses. But regulators and biopharmaceutical companies are being pushed to modernize their approaches to expedite drug development, which has resulted in increased attention to potential contributions of real world evidence (RWE).