Enterprises increasingly understand the importance of data contracts to define obligations, responsibilities, and quality expectations for shared data. Traditionally, these contracts reference entire objects or datasets and assume a single owner is accountable. But as master data governance evolves, attributes within those objects often have distributed ownership, while central accountability remains anchored. This layered structure has profound … Continue reading Data Contracts and Sharing in a World of Distributed Attribute-Level Ownership