outsourcing management

Data Bricklaying Diary

Nov 11, 2026 · Product Management

Who Owns High-Quality Datasets? Roles, RACI, and Collaboration for Data Product Governance

This article defines clear ownership and collaboration models for high-quality data products, using a contract risk scenario to illustrate RACI matrices, dispute resolution, outsourcing verification, and operational handoffs across data product managers, business experts, algorithms, engineering, and governance teams.