Audit Trails: Building Complete Data Accountability
Learn how to implement comprehensive audit trails that track data changes, access, and lineage for compliance and debugging.
Learn how to implement comprehensive audit trails that track data changes, access, and lineage for compliance and debugging.
Learn the essential framework for data governance including data ownership, quality standards, policy enforcement, and organizational alignment.
Learn techniques for identifying, protecting, and managing personally identifiable information across your data platform.
Implement audit logging for compliance. Learn row-level change capture with triggers and CDC, log aggregation strategies, and retention policies.
Learn static and dynamic data masking: nulling, shuffling, hashing, and range techniques. Understand GDPR and PII considerations for PostgreSQL and Oracle.
Learn Transparent Data Encryption (TDE), application-level encryption, and key management using AWS KMS and HashiCorp Vault. Performance overhead explained.
Understand GDPR requirements: deletion, portability, consent, agreements, breach notification. Database implementation strategies.
Automate compliance evidence collection and continuous compliance monitoring for SOC 2, PCI-DSS, and other frameworks using policy-as-code.
Enforce infrastructure compliance and governance automatically using Policy as Code with Open Policy Agent (OPA), HashiCorp Sentinel, or AWS Policy.