Vibe Coding Meets Enterprise Data: Claude Code, Replit, and Databricks

Viktoria Semaan walks you through two ways to build data apps on Databricks, using a real-world use case: extracting insights from public company 10-K filings, storing structured financial data in Databricks, and running analytics on it immediately.
The first path uses Claude Code with the Databricks AI Dev Kit, the production-grade approach for enterprise developers who want full control, governance, and deep Databricks integration. The second path uses Lovable, the natural fit for vibe coding, rapid prototyping, and getting non-developers building fast. Both connect directly to Databricks.
You will leave with a clear view of the trade-offs between the two approaches, the resources to get started the same day, and a new benchmark for how fast intelligent data apps can be built and deployed.