Developers have built a real-time AI tutor designed to teach math and reading to children aged four to nine. Because young learners require immediate feedback and cannot read text interfaces, the team integrated early childhood pedagogy directly into the system's engineering. The article details the key architectural decisions and technical lessons learned from creating a fast and highly accurate educational model for young children.