# Data Quality Governance Requires Structured Operating Models
According to CDO Magazine, data quality governance initiatives frequently encounter obstacles without a formal operating model to guide their implementation. The publication suggests that establishing a comprehensive organizational framework is essential for these efforts to succeed effectively.
