Summary The density of nerves in the tumor microenvironment is increasingly reported to be associated with worse clinical outcome in various cancers. Therefore, it is time to consider the assessment of nerve density in clinical cancer pathology, and interestingly, the development of artificial intelligence may facilitate this clinical translation. See related article by Perez-Pacheco et al., p. 2501