A fundamental component of a successful fragment screening program is a productive fragment library, one that delivers hit fragments with potential for pharmaceutical development. A proprietary fragment library was developed by identifying and extracting subsets of CSIRO’s Compound Collection using two complimentary approaches. Over time, the use of surface plasmon resonance as a front-line screening tool has enabled identification and exclusion of problematic compounds and led to a more reliable fragment screening library.