Collibra&TDWI：2026年人工智能治理：上下文、控制与企业规模研究报告（英文版）

This maturity gap is emerging at a time when AI systems are becoming more embedded, more autonomous, and arguably more consequential. Regulatory scrutiny is increasing globally. AI capabilities are being introduced through third-party tools and enterprise software upgrades, sometimes without centralized oversight. Unstructured data use, i.e., documents, contracts, policies, emails, transcripts, and AIgenerated content, is expanding rapidly and now plays a central role in generative and