Overview of training and testing data sets used in the ELIE (Entomological Label Information Extraction) pipeline. Credit: Methods in Ecology and Evolution (2026). DOI: 10.1111/2041-210x.70235 Researchers at the Museum für Naturkunde Berlin, together with data scientists, have developed a new method to largely automate the extraction of label information from digitized insect specimens. The pipeline, named ELIE, uses artificial intelligence to reliably det