This repository provides reusable templates, frameworks, and examples for implementing scalable data governance in enterprise environments. Designed for architects, engineers, and data stewards, these resources support contract-driven development, metadata management, and policy enforcement across modern data platforms.
templates/: Ready-to-use templates for schema contracts, SLAs, and access policiesframeworks/: Governance models for metadata, lifecycle, and stewardshipexamples/: Real-world implementations across Azure, Fabric, and Databricksresources/: Reading lists, tools, and more
Data contracts and governance frameworks ensure:
- Consistency and trust across data pipelines
- Clear ownership and accountability
- Compliance with internal and external standards
- Scalable onboarding of new datasets and producers
- Microsoft Fabric
- Azure Data Lake & Synapse
- Databricks
- GitHub for versioned governance
Shelly Walters — Enterprise Data Architect, Instructor, and advocate for scalable data governance.