NTT-掌握人工智能治理：赋予组织以负责任的人工智能领导的权力

Mastering AI governanceEmpowering organizations to lead with responsible AIWith AI adoption surging globally, organizations must adopt governance structures that direct ethical, transparent and responsible AI use. This guide provides a roadmap to implement effective AI governance, including an explanation of NTT DATA’s own approach to AI governance, which is structured to support organizations at every stage of AI deployment.Mastering AI governancenttdata.com2 | © 2025 NTT DATA, Inc.Contents04 Overview of this guide05 Understanding AI governance11 Frameworks and tools for effective AI governance16 NTT DATA’s approach to AI governance22 From blueprint to reality25 Conclusion: AI governance is a strategic imperative26 About NTT DATA26 List of abbreviationsMastering AI governancenttdata.com3 | © 2025 NTT DATA, Inc.Overview of this guideEmpowering organizations to lead with responsible AIWith AI adoption surging globally, driven by advancements like generative AI (GenAI), there’s an urgency to adopt governance structures that guide ethical, transparent and responsible AI use and compliance with emerging regulations such as the European Union’s AI Act. As AI technology becomes central to competitive positioning, organizations must address governance to mitigate risks relating to data-privacy issues, algorithmic biases and regulatory compliance, safeguarding both their reputation and stakeholder trust.This guide provides a comprehensive approach for implementing effective AI governance.We explore the current landscape of AI governance as well as its meaning and importance. We analyze various governance frameworks, examining global best practices and standards, including ISO, OECD principles and the UNESCO guidelines. Given the absence of a universally recognized AI governance standard, we advocate for a flexible, modular approach that organizations can adapt to their unique requirements.We explain NTT DATA’s own approach to AI governance — a model structured to support organizations at every stage of AI deployment, from strategic planning and role definition to risk management and operational oversight. The approach emphasizes responsible AI development, compliance and risk management, all underpinned by a dedicated AI office that integrates cross-disciplinary expertise to drive ethical AI initiatives.We present a roadmap for practical implementation, starting with our AI Maturity Assessment and progressing to customizable governance modules. This structured approach enables organizations to adopt AI responsibly, aligning with industry standards, regulatory frameworks and organizational values while fostering both compliance and innovation for ongoing success.Mastering AI governancenttdata.com4 | © 2025 NTT DATA, Inc.The AI governance journeyWhile the concept of AI governance has been around for more than a decade, it’s been receiving a lot more attention recently. From our perspective, two factors have contributed significantly to this increas