Snowflake is increasingly the system of record for product, financial, and CRM data. Lucidly's Snowflake integration runs read-only queries directly against your tables, materializes feature pipelines for health and churn models, and writes scores and alerts back to Snowflake so BI dashboards stay in sync with the customer success platform.