The provided excerpt is a table of contents for the Pyrana Context Engine white paper that lists major sections on comparison, governance, deployment, measurement, and conclusion with page references so that readers can locate topics in the document.

4.3 Stylized lane comparison

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

4.4 Pyrana versus naive RAG

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

6. Governance, Security, and Operational Trust

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

7. Deployment Example: Regulated Manufacturing

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8. Measurement Framework

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

9. Conclusion

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf