But in the enterprise, teams need more than a fast starting point to capture value. Most vibe coding tools are optimized for speed and ease. But without the context to build something grounded in real business data–or the control to make sure what gets built is safe to deploy and cost-effective—apps cannot actually make a widespread impact in an organization.

At Data + AI Summit 2026, we talked about how Databricks is bringing apps vibe coding to the enterprise with three new key capabilities for Databricks Apps:

Our goal is to enable any user in the organization to safely create and deploy apps on Databricks.

But this means that Databricks admins need to ensure that developers–who may not be application security experts–are able to work securely with data. As more people build more apps, governance cannot happen one application at a time. Per-app configuration does not scale and creates bottlenecks for platform teams.