Beth Holmes started in 2007 as the first Knowledge Engineer at the question-answering startup True Knowledge (later called "Evi"), where she led a team to design an ontology, inference rules and natural language templates to power Q&A over general knowledge and domain-specific datasets. Amazon then acquired the startup to provide Q&A on their Alexa voice assistant.