The architecture's most important metrics are organized into five groups: retrieval quality, governance quality, learning loop effectiveness, corpus health, and operational performance so that evaluation covers both technical and governance outcomes.

The most important metrics for this architecture fall into five groups.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.1 Retrieval quality

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.2 Governance quality

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.3 Learning loop effectiveness

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.4 Corpus health

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.5 Operational performance

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf