Databricks raised $5 billion in new funding, pushing its valuation to $190 billion. The company targets enterprise software for building and managing AI applications. This massive capital injection accelerates its competition with Snowflake and Microsoft. Practitioners should expect deeper integration of data lakehouse capabilities into the Databricks AI product suite.