Data products decay when ownership is unclear, lifecycle work is pushed to part-time volunteers, and decisions have no forum. Work gets duplicated, issues recur, and “governance” turns into delays instead of enablement.
This guide helps you make ownership and decision-making explicit without turning governance into bureaucracy. You'll learn how to set up a central enablement team, select and activate the right business domains, staff domain teams with the minimum viable roles, run effective decision bodies, and onboard data stewards without falling into the “part-time volunteer” trap.
By the end of Step 2, you'll have a practical operating model for keeping data products owned, maintained, and improved over time.
Step 1: Set Up a Central Data Team to Provide the Environment
Step 2: Select Business Domains and Clarify Who is Accountable for Them
Step 3: Staff Domain Teams with Roles to Fulfill Data Product Standards
Step 4: Organize Decision Bodies for Data Products
Step 5: Identify and Onboard Data Stewards in Each Business Domain