Session

Monitor AI Agent Deployments With Mosaic Agent Monitoring

Overview

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

How do you know if your AI agents are really delivering value in production? This session dives into Databricks' Mosaic Agent Monitoring solution, your window into AI agent performance and quality. We'll show you how the system automatically tracks everything from basic operational metrics to sophisticated quality indicators, giving you real-time visibility into how your agents are performing in the wild.

 

Key takeaways:

  • Monitoring critical metrics like request volume, latency, errors and cost efficiency
  • Implementing AI judges for continuous quality evaluation without ground truth labels
  • Setting up effective dashboards for analysis across time periods and user segments
  • Creating feedback loops that drive continuous agent improvement  

Transform your AI operations from reactive firefighting to proactive excellence, ensuring your agents consistently deliver value in production.

Session Speakers

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Elise Gonzales

/Staff Product Manager