This case study serves as an exemplar on how to generate structural data quickly with minimal bottlenecks, caveated by the fact that improved binding interactions are not necessarily commensurate with increased activity nor are they a substitute for biological activity derived from an assay. Future efforts and workflows will benefit from regular STOP/GO decisions informed by holistic structural and biological data input to modify the direction of the research and maximise the chances of success.