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The OS for data quality across any stack
Velum is the operating system for data quality. Velum automatically monitors and enforces data quality across a company's data stack, so bad data never reaches dashboards. We turn data quality from a manual task into infrastructure that runs itself. Data trust you can prove. From the pipeline to the boardroom.
Velum Labs provides a data quality operating system that detects data issues, traces root causes in query lineage, and automatically deploys fixes as data contracts to prevent recurrence. It aims to enforce data quality across a stack by writing contracts from real problems and integrating with existing workflows.
Velum monitors production query traffic for divergence, builds a live dependency graph to trace root causes, proposes unified definitions, generates migrations, and deploys fixes through existing review workflows (Git, dbt, CI/CD). It then writes enforceable data contracts that prevent the same break from recurring, with continuous monitoring of queries, value distributions, and schema changes, and supports integration with Snowflake, BigQuery, Databricks, Redshift, Postgres, Kafka, ETL tools, orchestration, transformations, and BI tools.
Who it’s for: Data teams in regulated enterprises (e.g., fintech), specifically Data Team Leads, Data Engineers, and Executives concerned with dashboard accuracy and data trust.
YC-backed with regulatory fintech deployments and early access program; design partners and ongoing hiring/traction signals
CEO @Velum Labs | stanford quantum computing | harvard physics
CTO @ Velum Labs | ml swe | aspiring mathematician | hackathon winner | world citizen
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