Turning corporate data into a true “memory of the company,” where AI agents reuse it without errors or hallucinations, sounds like a simple task.
But once you move beyond an MVP, it quickly becomes a 9–12 month project — connecting dozens of data sources, filtering out noise, and ensuring stability at scale is where the real work begins.