Stop treating your data and AI as separate workflows. This session will demonstrate how to build a seamless, end-to-end AI lifecycle by combining the power of BigQuery as your data engine and Vertex AI for model development and deployment. We will move beyond theory to show you how to implement a unified strategy for data preparation, training, governance, and ETL directly within the Google Cloud ecosystem. You will see firsthand how this integration accelerates agents, model development, simplifies MLOps, and enables your teams to deliver real business value from your data.