RESEARCH & RESOURCES

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TDWI Best Practices Report | Building Modern Data, Analytics, and AI Governance

September 22, 2025

Data, analytics, and AI are fundamental to modern business. Data, analytics, and AI governance are the practices of ensuring that these business assets remain relevant, actionable, compliant, ethical, and otherwise fit for use.

To be successful, enterprises need mature practices that ensure data trustworthiness, security, and privacy. However, many organizations are also beginning to address broader requirements of ethics, explainability, safety, transparency, and other responsible outcomes surrounding analytics and AI.

This TDWI Best Practices Report discusses the diverse range of use cases under the heading of responsible data, analytics, and AI. It defines the scope of this paradigm, discusses key business drivers, and discusses the current state of enterprise practices, platforms, and tools for addressing responsible data, analytics, and AI use cases.

Download today to learn:

  • The current maturity levels of modern data, analytics, and AI governance programs
  • The challenges that enterprises face in implementing responsible governance
  • Which technologies and roles are supporting successful data, analytics, and AI governance
  • Governance standards: some to be aware of and the current level of adoption
  • Recommended best practices for modernizing and expanding your data, analytics, and AI governance


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