All building blocks
    AI Systems (RAG, Chatbots, Voice)

    AI chatbot for staff

    The answer existed. It sat in a binder, and the shift was busy.

    Asking the documents
    Example data. Not a real business

    Does the hazelnut ice contain gluten?

    No. The hazelnut ice is free from gluten-containing ingredients. Traces cannot be ruled out, because the same line also runs the cookie variety.

    Source: Allergen sheet, page 4

    This preview runs on the page. The full system follows shortly.

    What it does

    People ask in their own words and get an answer from the company's own documents, with a pointer to where it came from. Voice input keeps it fast enough to use between customers.

    How it is built

    Retrieval first, generation second: the answer is assembled from passages that were actually found, so the system can say it does not know instead of inventing something plausible.

    Comes from

    Ballabeni

    An AI-powered, chat-based platform that gives employees fast, reliable answers instead of documents to dig through.

    To the case study

    Ready to unlock your potential?