Most "RAG demos" work because the demo question matches the demo doc. Real questions are vague, refer to half-remembered policies, and span ten years of overlapping versions. Production RAG is mostly about retrieval quality, not about the model.
Vector store of your choice. pgvector, Pinecone, Weaviate, or Qdrant. We pick based on data scale and your existing infrastructure.
Hybrid retrieval. Semantic plus keyword plus cross-encoder rerank. Far better than either approach alone.
Citation in every answer. Source link, page number, snippet. Compliance-grade audit trail of every query.
HIPAA-grade controls and BAA available. We have shipped HIPAA-covered RAG systems before.
Tell us about your data and your users. Scoping call covers the rest.
