Retrieval systems that earn trust

Teams abandon internal assistants for one reason: the answers cannot be verified. Trust is recovered by making every claim traceable to a source the reader can open.

Apply permission filters before ranking, not after. Filtering afterwards leaks the existence of restricted documents through ranking behaviour.

Gate every prompt and retrieval change on a labelled evaluation set. Without it, each improvement is a guess with a changelog entry.