Hallucinations in enterprise search start as failures of control from retrieval to release, and hallucination mitigation depends on four control layers. In this white paper, we explore how building reliable enterprise AI depends on engineering a comprehensive runtime architecture that enforces accountability and traceability at every stage of the search process.