A governed knowledge engine must treat support for provenance and explanation as a first-class outcome rather than a secondary feature.

A governed knowledge engine must support that second question as a first-class outcome.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

where did this come from, and why did the system return it?

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

That matters for regulated operations

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf