Portfolio Content Analysis Statement Detection The Problem Detect potential spoilers across articles and link them to internal secrets. Humans must be able to override any decision. The Approach Five sequential AI stages with human override. RAG workflow with vector store. ~2,500 total hours, 850 on AI. Complex editorial workflows benefit from decomposition into discrete AI-assisted stages. Statement Detection 6 / 17