Governance
Make it clear who can define, change and exclude product data.
Data owners
Assign owners for taxonomy, attributes and critical identifiers.
Definitions
Document meaning, data type and allowed values.
Validation
Automate controls where rules are objective.
Local exceptions
Explicitly manage market or store differences instead of duplicating source fields.
Change Management
Test impact on search before adjusting large data models.