A Meshy Approach to Data: Enabling 100+ Teams to Build Data Models

A Meshy Approach to Data: Enabling 100+ Teams to Build Data Models

A Meshy Approach to Data: Enabling 100+ Teams to Build Data Models

Original URL: https://monzo.com/blog/a-meshy-approach-to-data

Article Written: April 23, 2026

Added: May 20, 2026

Type: project

Summary

The article discusses Monzo's innovative approach to data modeling, emphasizing a decentralized ownership model that empowers over 100 teams to contribute to a shared data warehouse. It outlines the challenges faced during rapid growth, such as performance optimization and lack of shared conventions, and introduces a structured architecture with defined modeling layers and automated quality enforcement. The results so far indicate significant improvements in cost reduction and data delivery times. Monzo's experience serves as a guide for organizations facing similar data management challenges.

💭 Your Thoughts

I guess the adaption is quiet slow and difficult given the 100+ teams and 10k+ dbt modeles.

Technologies Referenced