Subscribe to the newsletter to get updates
Recent Posts
Your ERP Will Not Fix Master Data Problems
ERP systems are built to run business processes, not resolve enterprise master data conflicts. This article explains why ERP should not become your default master, where that thinking fails, and which federated control patterns can help you govern master data across systems without forcing every domain into one application.
Master Data vs Business Process: What Comes First?
Many MDM efforts fail because teams design data before understanding business process. This article explains why process must come first and how to fix the misalignment.
MDM Project or Program? Choose Wisely
Most organizations treat master data management like a project. That’s why it fails. This guide breaks down when MDM should be a project, when it must be a program, and how to decide.
About Us
Data Doctrine is a U.S.-based blog and toolset for data professionals, launched in 2025 to make master data management practical, plainspoken, and powerful. We publish weekly insights, playbooks, and hands-on strategies that help data teams:
Whether you’re cleaning up a data swamp, building a golden record, or convincing leadership to invest in data governance, we’re here to help you make sense of it all.