Case Study: Ubie achieves governed self-serve analytics with Lightdash

Ubie scales self-serve analytics to 80% of employees with Lightdash

Ubie, a healthtech company, faced significant data governance challenges as it scaled. With a high volume of data and a growing number of teams, they struggled with inconsistent metrics, duplicated logic, and limited self-serve capabilities for non-technical users. They needed a Business Intelligence (BI) layer that provided visibility, consistency, and trust, leading them to evaluate Lightdash.

By implementing Lightdash, Ubie created a governed metrics layer directly integrated with their dbt project. This solution standardized business logic, enabled automated testing through CI/CD, and provided scalable access control. The results were substantial: 80% of employees now use Lightdash, self-serve analytics exploded, and the company handles over 600 monthly PRs to their dbt repo with confidence, as governance became an accelerant rather than a bottleneck.

Ubie