By using website you agree to our use of cookies as described in our cookie policy. Learn More

Analyst Insights: The New AI Stack: How Data Management Will Evolve to Serve Next-Generation AI

February 20, 2024

Prerequisite: None

James G. Kobielus

Senior Director of Research for Data Management


Data management continues to evolve to address new use cases in advanced analytics, machine learning, and artificial intelligence.

Data management professionals must continue to evolve their skills, teams, platforms, and practices to address new opportunities associated with large language models, deep learning, generative AI, and other technological innovations. In this session, TDWI senior research director James Kobielus will explore such issues as:

  • When and how should enterprises evaluate the potential of LLM-driven query generation tools as an adjunct to or replacement for existing SQL optimization tools?
  • How should enterprises incorporate LLM-driven tools such as synthetic data generation and prompt-driven ETL code generation into their data engineering practices?
  • Are vector databases the future of generative AI or is there a future of SQL, NoSQL, and other DBMSs in hybrid multiplatform deployments?
  • How should organizations evolve their data lakes to speed the building, training, operationalization, and governance of high-impact generative AI applications?
  • What roles, skills, and workflows should organizations adopt in their data governance practices to effectively curate training data, iteratively fine-tuning the outputs using prompt engineering?

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

Rest easy—online registrations for this conference are secure. Our secured server environment keeps your information private.

TDWI Las Vegas

Planet Hollywood Las Vegas Resort & Casino Hotel
Las Vegas, NV
February 19–23