From Fragmented to Future-Ready: Migrating 5,000+ dbt Models from Snowflake to Databricks

When a leading American construction management SaaS company found its 5,000+ daily dbt models spread across a fragmented data stack — driving up infrastructure costs and weighing down operations — LatentView partnered with them to fix the problem at its root. We led a full migration of their dbt transformation ecosystem from Snowflake to Databricks, using our proprietary MigrateMate solution to convert and optimize models at scale. The shift consolidated everything into one ecosystem, cut redundant data movement, and removed unnecessary operational complexity — leaving the client with a leaner, lower-cost foundation ready to power advanced analytics and machine learning.