DataFunTalk

Sep 26, 2026 · Artificial Intelligence

OpenAI Demotes RAG: Context Graphs Become Primary for Enterprise Agents

OpenAI's V7 case study reveals a shift where enterprise agents query a pre-built Context Graph first, falling back to RAG only when the graph lacks information, addressing retrieval bottlenecks shown by the HERB benchmark and enabling reliable multi-step agent workflows.