Capturing And Applying Knowledge To Guide Compound Optimisation

•Knowledge transfer between scientists is key to drug discovery optimisation.•Computers can store a vast corpus of knowledge across many domains.•Synthetic strategies from previous projects can be applied to generate relevant ideas.•SAR and multi-parameter objectives can prioritise ideas for experts’ consideration.•Supplementing scientists’ experience helps to rigorously explore new strategies.