Document Intelligence
Document Intelligence at Beyond Market Intelligence is a file of 26 stories. The newest of them: “Turn One Messy Question Into Four Clear Signals for Smarter RAG” and “Better retrieval means less hallucination: the foundation of trustworthy AI”. A single messy question string hides a lot of structure. If a model is inventing answers, the problem often isn't the model. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Document Intelligence story on Beyond Market Intelligence, newest first.
Turn One Messy Question Into Four Clear Signals for Smarter RAG
A single messy question string hides a lot of structure. This piece breaks down how question parsing turns that raw input into four typed fields, each one feeding a distinct downstream call for retrieval and generation. It is a practical, grounded look at making RAG systems less brittle and more intentional. If you are still wrestling with vague prompts, this is worth your time. For more on how LLMs navigate structure, explore our related piece on paragraph structure.
Better retrieval means less hallucination: the foundation of trustworthy AI
If a model is inventing answers, the problem often isn't the model. It's the retrieval brick feeding it scraps. When the right context never surfaces, the model fills the gaps with plausible fiction. That's why fixing retrieval matters more than tweaking prompts. Garbage in, garbage out applies here with precision. We respect the logic: give the model nothing to invent, and hallucinations lose their fuel.