Designing Data Governance from the Ground Up

Set Specific Goals for Your Production Monitoring

All the work you’ve done thus far, from finding your framework for data governance to writing your roadmap, aims to democratize data by building scalable ways to manage it across your organization. You achieve this by embedding the standards you’ve set into your data pipelines and production processes. That way, you can automate your data governance standards and uphold these standards once your models reach production.

Thanks to the data framework you started using in Chapter One, you already know which standards you’re using to measure data governance success. Now that your first data project is in production, it’s time to put that framework into engineering practice.

Microsoft’s blog post, ...