Everyone has been crazy about Gen AI lately and yet few companies can say they derive measurable business value from Gen AI based solutions. I will go over two use cases and the journey to get them from an out-of-the-box RAG pipeline that kinda works in a demo to production quality systems that create value. The first use case is search over technical content such as documentation and developer forums. The second use case is automating ticket-based customer support.