This demo highlights how our AI supports scenario-based learning and performance feedback. Initially developed for bilingual and ESL teacher preparation programs, our AI-powered approach is now being used and sold to universities and school districts in the United States, particularly in Texas. It integrates multilingual AI tools to deliver adaptive, competency-based practice and real-time feedback. The model has recently expanded to Mexico and was presented in Brazil to explore similar implementations in bilingual and teacher education. The same model can be customized for other fields, such as STEM, healthcare, or workforce training, by developing domain-specific databases for retrieval-augmented generation, ensuring each learner experiences relevant, data-driven practice.