Anyone who interacts with data daily. They are held accountable for following established rules. 4. Implementation Steps Inventory: Identify who is already doing what with data. Recognition: Formally acknowledge those individuals as stewards. Integration:
No. It's governance smart . Heavy governance that isn't followed is worthless. Light governance that is followed 95% of the time is priceless. Anyone who interacts with data daily
Create clear, concise rules for how data should be treated, defining the accountability for its quality and security. It's governance smart
Instead of acting as dictators, the central data governance team acts as facilitators, coaches, and resource providers. 2. Integrating Processes and resource providers. 2.
Minimizing resistance is a tactical victory, but the ultimate goal is strategic success. Non-invasive governance delivers superior long-term results across several key business metrics: Sustainable Data Quality
Instead of calling a mandatory four-hour meeting to assign "Data Stewards," Sarah just watched. She looked at who people already went to when they had a question about claims data. It was Mike. Mike didn't have a title; he just knew his stuff.
People are more likely to maintain a system that recognizes their current contributions. Scalability: