Generative AI has radically transformed expectations for business innovation. However the large language models (LLMs) that form the foundation of GenAI have limitations: inaccurate outputs, unverifiable responses, outdated data and, in some cases, hallucinations. For CFOs and decision makers, this represents a real operational risk, especially in regulated or process-critical industries.