Case Study: Vivian Health improves data quality and monitoring with dbt and Metaplane

Vivian Health Improves Data Quality with dbt and Metaplane to Connect Healthcare Professionals with their Dream Job

Vivian Health, a healthcare marketplace that connects professionals with job opportunities, faced challenges in maintaining data quality across its growing data stack. Their data team struggled with time-consuming manual testing, fragile code, and difficult-to-identify data incidents that impacted their critical services. To address this, they implemented Metaplane, a data observability platform, to gain comprehensive monitoring.

By integrating Metaplane with their existing dbt and Snowflake infrastructure, Vivian achieved 100% data quality coverage across all dbt models. The solution saved them weeks of effort in creating and updating tests, efficiently caught data issues without over-alerting, and was instrumental in helping the team achieve its quarterly data quality OKR. Metaplane provided a scalable and reliable method to ensure data integrity, which is paramount for their platform's job recommendation engine and overall customer experience.

Vivian

Max Calehuff

Data Engineer