A Production RAG Pipeline for PDFs: Relational Parsing, TOC Retrieval, Typed Answers

# Making AI Better at Understanding Your Company's Documents Companies are getting smarter about how AI systems read and answer questions about PDFs, contracts, and other business documents. Instead of treating every document as a jumble of text, this new approach teaches AI to understand the actual structure—like table of contents and relationships between sections—so it can find the right information faster and give more accurate answers. The result is systems that work reliably enough to use in real business situations, not just experiments.