Session

The Future of Domain-Specific AI: Building Effective Agents for Specialized Applications

Overview

ExperienceIn Person
TypeBreakout
TrackArtificial Intelligence
IndustryEnterprise Technology
TechnologiesMLFlow, Mosaic AI
Skill LevelBeginner
Duration40 min

Ever struggled with getting AI to work effectively for your specific domain needs? Join us to discover how establishing the right data foundation transforms the way you build and deploy specialized AI agents. This session demonstrates how to prepare and structure your information assets to enable more powerful, efficient AI applications. Learn proven approaches for extracting value from both structured and unstructured data, creating knowledge bases that serve as the backbone for domain-specific agents, and implement optimization techniques that balance quality and resource constraints.

 

Key takeaways:

  • Preparing diverse data sources for AI consumption and knowledge extraction
  • Building scalable data foundations that naturally facilitate agent development
  • Optimizing domain-specific agents for performance and cost efficiency
  • Implementing practical governance frameworks for AI systems built on your data

Session Speakers

Archika Dogra

/Product Manager
Databricks

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Hongjun Choi

/Staff Software Engineer
Databricks