Databricks offers a complete set of APIs for everything Emolysis needs to do end to end: sign in with OAuth, read Unity Catalog, sample Delta tables, run jobs and deploy Asset Bundles. That makes it the best place to prove the whole loop, from a question to a tested, deployed pipeline and a shared dashboard.
The platform profile format is the same for every platform, so the work on Databricks carries over. Snowflake and Microsoft Fabric are planned next; we announce each one on the news page when it is ready to use.
The Databricks flow, from signing in to picking a workspace and compute, is described in connecting Databricks.