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Velum Labs is a data quality tool that provides a semantic control plane for data. It observes query traffic, learns semantic definitions, and enforces them through pull requests to prevent metric drift.
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About
Velum Labs offers a semantic control plane designed to enhance data quality and prevent metric drift. The platform continuously monitors query patterns, value distributions, and schema changes, proactively flagging discrepancies before they impact reporting. It traces the root cause of data divergences through a live dependency graph built from production query traffic, identifying where and why numbers split. Velum then proposes unified definitions, generates necessary migrations, and deploys fixes through existing review workflows like Git and dbt. Crucially, every fix becomes an enforceable data contract, automatically preventing future occurrences of the same break without manual YAML authoring or maintenance. This full lifecycle approach helps data teams move from firefighting to prevention, ensuring executives and stakeholders can trust their numbers.
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Pricing & Plans
Likely Not Free · Enterprise
Not publicly disclosed. Check www.velum-labs.com for current pricing.
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