Standard enterprise APIs fail when autonomous AI agents make open-ended queries across your data. To prevent regulatory liabilities, Chief Data Officers must embed governance into the semantic layer from the start. Trustworthy infrastructure demands automated privacy pipelines, verifiable data lineage, and high retrieval fidelity. This governed architecture ensures AI systems surface recommendations while secure applications or humans authorize actual transactions.