PAYBACK’s integrated search system combines hybrid search with ‘Pointy,’ our AI chatbot, enabling users to discover partners, coupons, and rewards, or receive instant answers to their questions across the entire PAYBACK ecosystem. This deep integration within our platform showcases an innovative application of AI in e-commerce. Our presentation will cover both the development of a highly scalable AI agent and the engineering loop that ensures its reliability and improvement in production.