Answer Faithfulness

Answer faithfulness is an evaluation metric that measures whether an AI agent's response is grounded in and consistent with the source context it was given — rather than hallucinated or contradicted by the context. It is a core metric in RAG-based agent evaluation and is required for compliance use cases where agents must only cite information from approved sources.