Scope honesty
We don’t clone every MC feature.
Learn · Strategy
When flat price and calm alerts matter more.
The problem
Monte Carlo is a serious enterprise platform. Many lean teams need a narrower morning check.
The outcome
Choose VectorData when BigQuery + dbt reliability, calm alerts, and flat pricing beat broad observability.
Fit
Lean BQ+dbt
Not
Full enterprise DQ suite
Proof
Demo + pricing
We don’t clone every MC feature.
Count alerts on one upstream break.
Flat vs platform.
Metadata only.
Open workspace, or book a Data Stack Health Audit credited toward Managed.