Session

Beyond AI Accuracy: Building Trustworthy and Responsible AI Application Through Mosaic AI Framework

Overview

ExperienceIn Person
TypeBreakout
TrackArtificial Intelligence
IndustryEnterprise Technology, Health and Life Sciences, Financial Services
TechnologiesMLFlow, Llama, Mosaic AI
Skill LevelAdvanced
Duration40 min

Generic LLM metrics are useless until it meets your business needs.In this session we will dive deep into creating bespoke custom state-of-the-art AI metrics that matters to you. Discuss best practices on LLM evaluation strategies, when to use LLM judge vs. statistical metrics and many more.

 

Through a live demo using Mosaic AI Framework, we will showcase:

  • How you can build your own custom AI metric tailored to your needs for your GenAI application
  • Implement autonomous AI evaluation suite for complex, multi-agent systems
  • Generate ground truth data at scale and production monitoring strategies
  • Drawing from extensive experience on working with customers on real-world use cases, we will share actionable insights on building a robust AI evaluation framework

 

By the end of this session, you'll be equipped to create AI solutions that are not only powerful but also relevant to your organizations needs. Join us to transform your AI strategy and make a tangible impact on your business!

Session Speakers

IMAGE COMING SOON

Ananya Roy

/Specialist Solution Architect
Databricks