Imagine a math classroom where complex equations transform into vibrant graphs with a simple voice command. That’s the promise of MathViz-E, a groundbreaking AI system designed to empower teachers with intuitive visualization tools. Developed by Emergence AI, MathViz-E tackles the challenge of integrating technology seamlessly into math education. It leverages the power of large language models (LLMs) to control specialized software like graphing calculators and math solvers, turning natural language instructions into dynamic visual aids. Unlike traditional math software, MathViz-E understands conversational nuances, even interpreting multi-step instructions in context. This voice-driven interface allows teachers to create and manipulate graphs on-the-fly, fostering deeper student engagement without disrupting the flow of lessons. Building this system required innovative solutions. The team created custom datasets aligned with Common Core standards and developed an auto-evaluation pipeline to rigorously test the system's accuracy. This innovative approach tackles a core issue in AI development: evaluating systems whose outputs aren't simple text. While still under development, MathViz-E demonstrates the potential of AI to transform the classroom experience. By simplifying complex processes, it frees teachers to focus on what matters most: helping students grasp core concepts in new and engaging ways. Future improvements may include incorporating retrieval-based techniques to refine performance and adapting to open-source LLMs for broader accessibility. MathViz-E offers a glimpse into the future of education, one where technology empowers teachers, not distracts them, helping students explore the fascinating world of mathematics with visual clarity.