Generative AI systems work best when the information they consume is organized, explicit, and precise. Structured content formats like XML and JSON provide exactly that: machine‑readable semantically rich consistently organized Unstructured Documents Are Ambiguous for AI Document processing is not simply one problem; rather, it comprises three components that must be considered text extraction table extraction graph/figure/image interpretation   Each of these components intro