Building and Scaling Production AI Systems With Mosaic AI

Ready to go beyond the basics of Mosaic AI? This session will walk you through how to architect and scale production-grade AI systems on the Databricks Data Intelligence Platform. We’ll cover practical techniques for building end-to-end AI pipelines—from processing structured and unstructured data to applying Mosaic AI tools and functions for model development, deployment, and monitoring. You’ll learn how to integrate experiment tracking with MLflow, apply performance tuning, and use built-in frameworks to manage the full AI lifecycle. By the end, you’ll be equipped to design, deploy, and maintain AI systems that deliver measurable outcomes at enterprise scale.