In this Commentary article, we investigate the application of new research techniques to inspecting genomic data for the presence of de novo variants - genetic alterations present for the first time in one individual as a result of a variant inherited from a parent. Used in combination with data from the 100,000 Genome Project, these techniques could reduce the time taken for patients to receive a diagnosis for rare genetic diseases.