We mitigate hallucinations by using Retrieval-Augmented Generation (RAG) models. The AI is restricted to generating text based only on trusted, verified data sources—such as the actual policy documents, claim notes, and internal knowledge bases—rather than generating information from its generalized training data. All generated outputs are also subject to automated compliance checks.