As AI agents increasingly access company documentation, a new role called knowledge engineer has emerged to ensure information accuracy and consistency across human and AI systems. The article explores how agent failures can propagate errors across thousands of interactions, citing Air Canada's chatbot liability case, and defines the knowledge engineer's responsibility to maintain authoritative, accessible information sources across organizations.