Scalable & efficient data transformations
Transform your data efficiently with our open-source solution that’s built for scale.
SQLMesh works with the tools you’re already using
SQLMesh intelligently understands SQL and what is being changed, so we can easily run an SQLMesh plan in development locally, and then promote it. There's no data duplication, and we don't have to store anything twice. It just makes sense.
Using dbt relies on running your SQL on a real database before it tells you something is wrong. SQLMesh can understand what you wrote and tell you something is broken before running it on a database.
I'm now able to work effectively right up to 10 minutes before a meeting, knowing that when I promote changes to prod, they will not only be ready in time for me to present my findings, but that it will only take a few seconds to update all the pointers and all my audits are running the way that they're designed to be run.
See how we raise the bar for developer experience and productivity!
No need to rewrite your whole project.
SQLMesh works with dbt to make the switch.
Run parts of your dbt and SQLMesh projects in harmony.
Love what you see about SQLMesh? You get even more with Tobiko Cloud!
Everything included in SQLGlot, plus:
- State-aware architecture
- Built-in scheduler
- First-class incremental models
- Column-level lineage
- Backwards compatible with dbt™
- Open source GitHub CI/CD bot
Everything included in SQLMesh, plus:
- Fully Managed State/Data Catalog
- Fully Managed Scheduler
- Advanced collaboration tools
- Advanced column-level lineage impact analysis
- Control plane dashboard
- Granular performance history tracking
- Dedicated support and SLAs
- Warehouse cost tracking (Snowflake, BigQuery)
- Observability and Alerts
- Airflow/Dagster Integrations
- SSO
