How to build a context factory for analytical agents

Everyone now knows you need a “context layer” to make an AI agent useful on top of your data. Far fewer people talk about the harder problem: a context layer is never done. Data models change, definitions drift, new questions expose gaps, and yesterday’s perfect answer is today’s hallucination. The Context Factory is our answer to that problem — not just how we built a context layer for an analytical agent, but how we set up the machinery to keep improving it continuously, with as little human effort as possible.