How do I migrate from Dataform to Bruin?
Migrating from Dataform to Bruin means one platform to transform and model raw data plus the rest of your pipeline. Bruin runs SQL and Python transformations with column-level lineage built in and keeps column-level lineage across every step, so the move consolidates tools instead of adding one.
Instead of
Dataform
A standalone tool just to transform and model raw data.
With Bruin
One end-to-end platform
Ingestion, transformation, quality, orchestration, and analytics, all AI-first.
One platform covers the whole stack
Why teams consolidate
Bruin, the end-to-end AI data platform
Running Dataform on its own means one more tool to buy, wire up, and maintain just to transform and model raw data.
Bruin does that step and every step around it in one platform, with column-level lineage end to end, then delivers answers in Slack, Teams, Discord, WhatsApp, or your browser. One bill, one access model, no glue code.
One platform, end to end
From ingestion to answers in Slack. Replace the stack, keep the lineage.