Does master data begin with transactions, or do transactions begin with master data? That debate is irrelevant. The more practical question is: How do you weave MDM into your enterprise architecture? Here's one answer: Application by application. Grand visions of master data governance are empty without ground-level efforts, and these begin with each application that you develop and implement.