How do I migrate from Luigi to Bruin?
Migrating from Luigi to Bruin means one platform to schedule and orchestrate data pipelines plus the rest of your pipeline. Bruin schedules pipelines with dependencies, retries, and backfills and keeps column-level lineage across every step, so the move consolidates tools instead of adding one.
Instead of
Luigi
A standalone tool just to schedule and orchestrate data pipelines.
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 Luigi on its own means one more tool to buy, wire up, and maintain just to schedule and orchestrate data pipelines.
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.