The QED project, lead by Riverlane, explores the use of a quantum computing SW stack to enhance the development of new drugs, comprising machine learning, quantum algorithms for chemistry calculations and randomised compiling to reduce the effect of errors. Riverlane provided quantum algorithmic software and expertise. This project is funded by Innovate UK’s EUREKA collaborative R&D on advanced materials initiative.