The document discusses the design and production challenges of conversational user interfaces (CUI) using artificial intelligence. It covers several topics: intent discovery through research; an example conversational banking bot; natural language processing support across languages and domains; challenges of processing less common languages; new challenges involving cultural factors, emotions, and context; and best practices for developing global and localized CUIs.