Transforms expert content libraries into AI-powered, citation-backed Q&A for expert-led brands, publishers, health organizations, nonprofits, and newsrooms. Closed-loop system that answers only from approved sources, preserves expert voice, flags unknowns, provides source citations, analytics, a Knowledge Requests queue, and managed build/deploy.