RAG knowledge systems should make the business simpler, not the language harder.
Teams waste time hunting through folders, old emails, policies, PDFs, and shared drives. Worse, they may use outdated information because the correct answer is hard to find.
What usually gets made complicated
Vendors can make RAG sound like a technical research project full of embeddings, vector databases, models, and prompt chains. Those parts matter, but they should not become the client's burden.
How Unilakes simplifies it
Unilakes starts with the knowledge problem: what users ask, which sources are approved, what permissions apply, and when the system should answer, cite, or escalate.