Chemistry deals with that most fundamental subject: matter. New drugs, materials and batteries all depend on our ability to make new molecules. But discovery of new substances is slow, expensive and fragile. Each molecule is treated as a bespoke craft project. If a synthesis works in one lab, it often fails in another.