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Expert Best Practices: Building an Enterprise Team for the New Era of AI-Driven Data Management

May 1, 2024

Prerequisite: None

Gowri Selka

Data and AI Strategist

Volantsys Analytics

Establishing a robust enterprise data management organization is pivotal for success in today's AI-driven business landscape. To efficiently achieve business objectives, you must be able to scale data management capabilities across the enterprise using AI technologies. Despite the familiar journey toward accomplishing data management goals, the advent of AI introduces new challenges in terms of data volume, diversity, and resource constraints. Failure to integrate AI effectively into data management processes impedes organizations from meeting enterprise goals.

This session will outline various options for structuring enterprise teams to optimize AI capabilities in designing data architecture, storage, integration, and governance. We will emphasize the importance of and approaches to secure leadership sponsorship in fostering a data-driven culture within the workforce, breaking down silos between data engineering and analytics teams for collaborative success.

Key takeaways include:

  • Critical success factors in designing AI-driven data management functions
  • Essential components of an AI-driven data engineering operating model
  • Required skill sets for effective data management in the AI era
  • Strategies for defining team structures to seamlessly integrate engineering and analytics capabilities, maximizing the potential of AI in data management activities

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

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TDWI Chicago

Chicago, IL
April 28–May 3