Governance ModuleComing Soon

SovAI Hallucination Guard

Similarity-based and LLM-based answer validation patterns for grounded enterprise RAG systems.

Expected outcomes

Score answer support against retrieved evidence

Add policy validation and confidence thresholds

Escalate uncertain answers instead of fabricating certainty

Validation architecture

Similarity check design

LLM revalidation workflow

Governance response patterns

Assurance contribution

Can contribute evidence-based answer validation, release testing, and assurance monitoring.

A contribution is not an assurance result. The deployed system must satisfy every required control, retain evidence, and pass applicable validation.