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.