Biological targets do not recognise a drug’s structural make-up. They respond instead to the properties around the drug generated by the structure. We can now generate and compare these property fields and show how they alone eliminate the largest impediments to drug discovery – the time and cost of evaluating activity and the serendipity involved in jumping from one chemical class to another for resolving patent issues, biological cross-reactions, ADMET and alternative clinical applications.