Can you trust an ERP 'ask-me-anything' agent that's right 95% of the time?
A builder shared their ERP question-answering system — local LLM plus MCP tools and a Claude-based validation interceptor — hitting 95% first-pass accuracy on read-only queries. The takeaway: 95% is shippable when every answer cites its source record, but the real line is read vs. write — let agents read freely and write only with approval.