Databricks is the lakehouse of choice for AI-driven SaaS organizations. Lucidly's Databricks integration uses SQL Warehouses and Unity Catalog governance to query Delta tables, build features for the churn and expansion models, and publish scores back as Delta tables for downstream consumption.