The Pyrana Context Engine is based on the idea that retrieval becomes more trustworthy when the system understands claims, entities, policy, and outcomes in addition to text so that retrieval quality is grounded in richer contextual understanding.

The Pyrana Context Engine is built around a simple but consequential idea:

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

retrieval becomes more trustworthy

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

the system understands not just text, but claims, entities, policy, and outcomes.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf