Summary
On July 16, 2026 Databricks released the Lakebridge Agentic Converter in beta, an agent powered by Genie Code that converts legacy SQL dialects, including T-SQL, Snowflake, Redshift, Oracle, BigQuery, and Teradata, to ANSI SQL for migration projects. The converter analyzes each source script, validates syntax and semantic intent, and iteratively fixes errors before writing results into the workspace.
What changed
Databricks launched the beta Lakebridge Agentic Converter, a Genie Code-powered agent that translates multiple legacy SQL dialects to ANSI SQL with iterative self-correction during migrations.
Why it matters
Applying an agentic loop to SQL migration targets one of the most tedious, error-prone parts of platform consolidation, and the validate-and-iteratively-fix design is a practical example of agents doing verifiable engineering work rather than open-ended generation. It also strengthens Databricks' pitch to pull workloads off competing warehouses like Snowflake, Redshift, and BigQuery.
Evidence excerpt
The Lakebridge Agentic Converter is in Beta (July 16, 2026). Powered by Genie Code, the converter analyzes each source script, validates syntax and semantic intent, and iteratively fixes errors before writing the results to your workspace.