February 1, 2026

Most RAG systems don’t understand sophisticated documents — they shred them

three people collaborating in open office
LYCS Architecture / Unsplash

By now, many enterprises have deployed some form of RAG. The promise is seductive: index your PDFs, connect an LLM and instantly democratize your corporate knowledge.But for industries dependent on heavy engineering, the reality has been underwhelmin...