Data Governance and AI Governance: Where Do They Intersect?
2024年6月18日 · AI governance (AIG) governs the processes, roles, and technologies underlying the computer’s cognitive capabilities that resemble the human mind, beyond just data. These components include system architecture, observation, and risk mitigation.
The Importance of Data Governance for enterprise AI | IBM
2023年8月23日 · Learn why we need to focus first on managing, understanding and protecting the data that is input into the AI models with data governance.
What is AI Governance? - IBM
2024年10月10日 · AI governance frameworks direct AI research, development and application to help ensure safety, fairness and respect for human rights. Effective AI governance includes oversight mechanisms that address risks such as bias, privacy infringement and misuse while fostering innovation and building trust.
AI Governance: Best Practices and Importance - Informatica
AI governance refers to a set of principles, standards and practices that help manage the use of AI in organizations. It helps ensure AI is developed and utilized in reliable, trustworthy and responsible ways.
AI-Powered Data Governance: Implementing Best Practices
2024年9月30日 · This article explores best practices and frameworks for AI-enabled data governance. Discover how AI can elevate data quality, security, and compliance, ultimately simplifying data management and maximizing its potential.
Data Governance in the Age of Generative AI
2024年11月5日 · Effective data governance rests on four pillars: Data visibility: Clarify available data assets to inform decision-making. Access control: Balance accessibility with security. Quality assurance: Ensure data reliability for accurate analytics.
AI Data Governance: Ensuring Ethical Use and Security
2024年3月1日 · Effective AI data governance involves data quality management, compliance with legal frameworks, and continuous monitoring—all of which help organizations navigate the complexities of AI deployment, while adhering to ethical and legal standards.
Data Governance for AI: It Starts and Ends with Data - ISACA
2024年9月13日 · Data governance looks at the data lifecycle management through availability, integrity and security of the data in enterprise systems. This also includes compliance with legal frameworks, such as data privacy laws and enabling ethical data practices through accountability, fairness and transparency.
AI, data governance and privacy - OECD
Recent AI technological advances, particularly the rise of generative AI, have raised many data governance and privacy questions. However, AI and privacy policy communities often address these issues independently, with approaches that vary between jurisdictions and legal systems.
How to Use Data Governance for AI/ML Systems - TechRepublic
2023年11月1日 · Explore the use of data governance in AI/ML systems, understand the challenges and discover the top tools to ensure data accuracy, trust and compliance in AI systems. Data governance plays...