Dispatching the Parsed RAG Question: Chunk Strategy, Model Tier, Activations, Audit

# When AI Reads Your Documents, It Needs a Smart Strategy When companies use AI to search through documents and answer questions, the system has to make crucial choices about how to break up the text, which AI model to use, and what information to actually look at—kind of like deciding whether to skim a document or read it carefully depending on what you're looking for. This article breaks down the different approaches companies can take to make these decisions smarter, and how to keep track of what the system is actually doing so you can trust the results. Understanding these strategies matters because they directly affect whether your document AI gives you accurate answers or wastes time searching through irrelevant information.