Insights on 
Snowflake, Data, & AI

The Work That Happens Before the Pipeline Organizations have automated much of the modern data stack. Infrastructure is provisioned through code, ingestion is increasingly standardized, and governance is built directly into platforms such as Snowflake. Transformation delivery is the exception. It still runs on manual engineering effort, and most of that effort is spent before a single model is built. Before a transformation pipeline reaches production, teams typically need to