Databricks AI_DECIDE() is free in beta, so how does it compare? A post moderation test against 20 LLMs measured accuracy, speed and cost, and AI_DECIDE answered all 15 correctly with the fastest median response.

How Genie Ontology gives Databricks Genie business context: discovering knowledge, OntoRank, governed definitions, and evaluating answers.

Most ML teams can train a model, but far fewer can operate one. This post shows how to build a governed ML lifecycle on Databricks, with automated validation, champion-challenger promotion, one-swap rollback and continuous monitoring, using MLflow and Unity Catalog.