Lakebridge helps partners automate migrations to Databricks SQL, but its narrow focus and rule-based approach come with tradeoffs. The article positions Datafold’s Migration Agent as superior, highlighting its AI-powered capabilities, support for multiple platforms, and value-level data validation that Lakebridge lacks.