A Top-10 Pharma company uses IQVIA Natural Language Processing (NLP) to support their trial design processes in areas such as diversity planning, safety monitoring, and incorporating information from other protocols. In this case study, we focus on benchmarking to set the drug efficacy target for a trial through a combination of NLP technologies. This approach shows significant promise in automating the extraction of clinical endpoints from free text with high accuracy.