Genie Code is now deeply integrated into every aspect of the Lakeflow user experience. You can use Genie Code to create ingestion connectors, build pipelines in Python and SQL and develop jobs with tasks, triggers and dependencies. All of this is made possible by the unified data engineering stack, which provides Genie Code with full end-to-end context across your ingestion, transformation, and orchestration workloads.

Now generally available, Lakeflow Designer democratizes data engineering across the enterprise. This visual, AI-powered, no-code interface empowers teams to build pipelines using a drag-and-drop canvas and natural-language prompts. Business analysts and non-technical users can build production-ready ETL pipelines without writing code. Every visual Flow built in Designer natively runs on a production-ready Spark Declarative Pipeline, ensuring zero translation loss without complex handoffs. Data engineers can easily review and refine this code directly in place without switching context or rewriting logic.

Announced today, Genie ZeroOps helps data teams operate data and AI assets in production. Genie ZeroOps is a purpose-built background AI agent that monitors and manages data and AI assets. ZeroOps detects failures and performs root-cause analysis to identify what went wrong using data quality metrics, error logs, and lineage data from Unity Catalog. Furthermore, it generates proposed fixes and validates them in a safe and isolated sandbox environment governed by Unity Catalog. Applying a fix is done with human-in-the-loop, so Genie ZeroOps does the heavy lifting, and you stay in control. Similar to agentic development, the functionality of Genie ZeroOps is only possible because of the full context awareness and end-to-end governance enabled by a unified data stack with Lakeflow.

Automated pipelines are only as valuable as the data flowing through them. To build a complete "enterprise memory" and ground AI agents like Databricks Genie, you need seamless access to the latest governed context spanning every area of your business. Lakeflow Connect simplifies this process by incrementally ingesting fresh data from an ever-growing list of enterprise systems directly into Unity Catalog-governed Delta tables.