Grounding & RAG
Grounding and retrieval as a capability: policies, permissions, freshness, and evaluation.
Published:
Admin User
Updated:
published
Grounding & RAG
Grounding improves correctness by retrieving trusted sources and restricting outputs to evidence.
Enterprise RAG requires permissions, freshness controls, and evaluation.
See also
Data Boundaries AI Audit Log Drift MonitoringFAQ
What is grounding?
Constraining outputs to verified sources and evidence, often via retrieval.
What’s the biggest enterprise risk?
Permissions: retrieving data users shouldn’t access or logging sensitive data.
How do we evaluate RAG?
Measure source relevance, citation coverage, correctness, and refusal behavior.
How do we manage freshness?
Define update cadence, indexing rules, and drift monitoring signals.
What’s the first improvement?
Start with a small, trusted knowledge base and strict access boundaries.