Snowplow provides comprehensive data governance through multiple layers of control and transparency.

Data validation and schema management:

• Comprehensive tools for data validation, encryption, and anonymization at collection time
• Schema validation ensures data meets quality standards before entering the pipeline
• Centralized schema management for consistency across data collection

Audit and compliance capabilities:

• Data tracking features including audit logs and comprehensive data lineage
• Real-time monitoring of data flows and quality metrics
• Support for regulatory compliance including GDPR, CCPA, and industry-specific requirements

Access control and security:

• Role-based access control and granular permissions for data access
• Encryption and security controls throughout the data pipeline
• Integration with existing security and governance frameworks