One system of record for ownership, risk, and trust.
Everything happening inside Snowflake, Databricks, dbt and Airflow — turned into a catalog people can search, a risk view people can act on, and a quality signal people can actually trust.
Every table, view, and model — in language your whole team understands.
Automatically discovered, kept in sync, and shown in business language, not database jargon. No more tribal knowledge living in one engineer's head.
- Assign accountable owners and stewards by business domain, with inheritance so nothing falls through the cracks.
- Full history of who changed what, and when.
- Business Glossary and Data Domains, linked directly to assets and columns.
Know exactly who can see what — and close the gaps that matter first.
Automatic detection of sensitive data — PII, financial records, health information — the moment it lands in your warehouse.
- See instantly which sensitive columns are properly protected (masked, access-controlled) and which are exposed.
- Ranked by real business risk, not just a raw count of "issues."
- DAMA-aligned sensitivity classification: Public / Internal / Confidential / Restricted.
Passing, failing, or stale — never a false "healthy."
Your dbt tests and Airflow pipelines, unified into one honest status. See table-level lineage from source to consumption, so when something breaks, you know exactly what it affects before a report goes out wrong.
- dbt data-quality checks pulled straight from your YAML — no duplicate rule-writing.
- Airflow DAG health, freshness, and failure attribution to the custodian.
- Model usage & popularity analytics — spot dead-weight models nobody uses.
Data Contracts & Data Products
As you mature, formalize agreements between data producers and consumers with versioned data contracts, and package your most important datasets into governed "data products" with a plain-language posture roll-up — risk, freshness, and quality, all in one place.
Go deep on the sources you actually run.
Native connectors for Snowflake, dbt, and Airflow today, with Databricks and additional warehouse support on the way. Built on an open, vendor-neutral connector model — we go deep on the sources you actually run, instead of shipping a hundred connectors nobody uses.
Snowflake
Livedbt
LiveAirflow
LiveDatabricks
On the roadmapSee your own stack in plain language.
Connect Snowflake or Databricks and get your first catalog, risk view, and ownership map the same afternoon.