Production Data Applications for AI-Driven Observability

Explore a 27-minute conference talk on creating scalable Production Data Apps for AI-driven observability in Databricks' Data Intelligence Platform. Learn how to combine system tables, audit logging, and Databricks APIs to build Plotly Dash applications that provide non-technical users with unified end-to-end workflows for platform management. Discover techniques for embedding Large Language Models (LLMs) into apps, enabling users to interact with data models, set up alerts, generate charts, and create custom actions without coding. Gain insights into use cases ranging from financial management to access audit analysis and resource utilization. Presented by Cody Davis, Senior Solutions Architect at Databricks, this talk offers valuable knowledge for Python developers looking to create, share, and potentially commercialize reusable operational user workflows that empower non-technical users.

Production Data Applications for AI-Driven Observability