HarmonyFusion addresses a critical gap: organizations deploying multiple AI models lack standardized output formats, governance controls, or audit trails. Different models produce different outputs. Data flows uncontrolled into business systems. Compliance becomes fragmented. We built the AI Harmonization Layer: Model Integration, Output Standardization, Governance and Risk Control, and Visibility and Audit. We also ensure data is prepared and interoperable before AI deployment.