An AI conversation partner that provides judgment-free speaking practice anytime, automatically identifies vocabulary and grammar gaps from conversations, and generates personalized practice content from TV shows, podcasts, and videos the user already watches. The system tracks comprehension vs. production gaps and creates targeted exercises to close them.

Large language models now enable natural, context-aware conversation practice that wasn't possible before. The explosion of streaming content in every language creates unlimited immersion material. Remote work has normalized video-call learning, and post-pandemic language learning interest remains at historic highs.