Airflow, Airbyte, DataHub, and Superset — installed, wired together, and operated inside your own AWS, GCP, or Azure account. One flat rate. Zero compute markup. Your data lives in your own cloud account.
You already pay AWS or GCP for compute. Then a vendor sits in front of it and charges you again — margins baked into every row, every seat, every connector. Your data lives in their cloud the entire time. For regulated businesses, that's not a tradeoff you get to make.
No landlord in the middle. We connect to your cloud, run the operations layer, and hand your team a stack that's ready to ship on.
One CLI command connects your AWS, GCP, or Azure account. We provision into it — your data lives in your account. SSO wired from the start.
Cluster, IAM, Helm releases, monitoring, upgrades, on-call. All ours. The 3am page goes to us, not your data engineer.
Python, dbt, SQL, DAGs, dashboards. The job they were hired for. We handle the operational layer underneath it.
All open source. All Apache 2.0. No proprietary lock-in, no per-row pricing. Inspect it, fork it, take it with you — we run it, you own it.

The industry-standard orchestrator for authoring, scheduling, and monitoring data pipelines as code — battle-tested at scale across thousands of data teams.

300+ source connectors. No per-row pricing, ever. Your data moves inside your cloud — nobody takes a cut per row.
Lineage, ownership, and trust signals for every table and column — now the context layer AI agents and text-to-SQL read before they query, so they don't confidently return the wrong number.
Why the catalog is becoming AI infrastructure →A modern open-source BI platform for building interactive dashboards and exploring data through no-code charts or raw SQL.
The tools don't change. What changes is who's asking them questions — and a catalog that was built for humans has to work for AI too.
Airflow, Airbyte, DataHub, and Superset are each excellent on their own. Making them behave like one system — same identity provider, same network boundary, sized correctly, observable end to end — is the part that eats a platform team's quarter.
AirbyteNetworkingauth drift
AirflowSizingmetric label collisions
Airbyte→
Airflow→One login. One integrated stack. Every seam pre-wired.