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Expert Best Practices: Maximizing AI Value Through Strategic Data Governance

August 7, 2024

Prerequisite: None

Kimberly Sever

Responsible AI Manager


In today’s fast-moving AI landscape, effective data governance is key to getting the most out of AI systems. Many organizations are just starting to set up AI governance teams, often seeing it as an extension of their data governance efforts. This presentation will dive into how data governance plays a crucial role in AI development, ensuring quality outcomes and facilitating compliance with emerging regulations. We’ll explore the evolution of data governance models and ways to collaborate for smoother AI development.

AI is a priority for organizations looking to fully leverage their data, but it is essential to understand data quality and any restrictions that apply to use of data in AI. Data governance teams are uniquely positioned to support data science teams with critical metadata and risk-based access policies. Taking advantage of this opportunity can lead to establishing processes that support compliant data use while also improving model operations and developer experience.

What you will learn:

  • Common themes in emerging AI regulations and what they mean for data governance
  • How data governance has evolved along with suggestions to move into the AI future
  • Intersections between data governance, AI governance, and data science
  • How data cards and model cards can be used to facilitate transparency
  • How understanding AI data needs can drive resources to help reduce data debt

Agenda Key

  • Analyst Insights: the latest trends and research delivered by TDWI analysts.
  • Expert Best Practices: experts, with in-the-trenches expertise, focus on best practices and successful real-world applications
  • Curated Case Studies: case studies, delivered by experts in the field, with a focus on actionable takeaways
  • Tech-in-Action: moderated technology demos and case study sessions that enable attendees to assess all the latest AI applications and technologies
  • Workshop: Interactive session where leaders come together with peers, with an expert facilitator, to discuss common challenges and proven best practices

Register Online

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TDWI Modern Data Leader's Summit San Diego: Data Governance

Sheraton San Diego Hotel & Marina
1380 Harbor Island Drive
San Diego, CA 92101
August 4–9