Tatiana Didenko of Amgen provides an overview of how Amgen analysts use ACD/Labs software to support high-throughput NMR workflows in compound library generation within Discovery. Tatiana describes the workflow, instrument set up, data management of LC/MS and NMR data, convenient database search parameters for data access, integration with their ELN, and results of an automated structure verification study of >5000 samples.