After ingestion, the system extracts atomic claims, classifies them, links them to entities such as systems, lines, and regulations, and organizes them into scoped sets for global, site-specific, and department-level use.

The system extracts atomic claims, classifies them, links them to entities such as systems, lines, and regulations,

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

and organizes them into scoped sets for global policy, site-specific operations, and department-level procedures.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Documents are ingested from SOPs, validation documents, deviation reports, and regulatory guidance.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf