In the "FA2IR" project, the Fraunhofer IMWS in Halle (Saale) is working with partners on solutions to develop and incorporate sophisticated digital tools for paving the digital path for fault analysis. Automated, AI-supported analysis is intended to minimize result-subjectivity, shorten development times and to improve product quality.