ConceptViz is an innovative tool designed to transform complex scientific concepts into clear, visually appealing diagrams. It caters to teachers, students, and researchers, enabling them to create accurate visual explanations for various educational levels, from K-12 to graduate studies. The platform simplifies the diagram creation process, making it accessible for users without design skills, while ensuring high-quality outputs suitable for classroom and research presentations.