Administrative fatigue builds slowly. Answering identical questions all day changes tone and attention. An exei AI Agents for Education reduces that cognitive drain so staff can focus on guidance and mentorship where it matters most. Exei positions automation as infrastructure, not replacement. The system grows quieter. Learning moves back to the center. https://writeupcafe.com/ai-agents-for-education-when-administration-stops-competing-with-learning-2