At the ISC High Performance Conference in Germany, the intersection of quantum computing and scientific discovery was the focus of several talks and presentations, revealing an emerging future in which the limitations of classical computation are being overocme by the capabilities of quantum devices. Among the most promising applications of this technological frontier is drug discovery — a field in which the precise modelling of molecular systems is both vitally important and computationally demanding.