access control

Enterprise RAG fails on isolation, not retrieval quality. The signal is enforcing tenant and document-level permissions server-side, at retrieval time, so the model can never surface data a user cannot see. Here is the design that survives a security review.

An enterprise RAG that retrieves across everyone's documents is a breach waiting to happen. The fix lives in the retrieval layer, not the prompt. Here is the design that survives a security review.

Asking the model to keep secrets or enforce permissions is asking the wrong component. The signal is enforcing access control before retrieval, in code you trust, and treating the LLM as untrusted compute over already-authorized data.

Once agents multiply inside a company, the missing piece is not a better agent, it is a single place every agent's traffic passes through and a single place every agent and tool is registered.