What are the key governance features available in Foundry?

• A. Data lineage tracking, sensitive data scanning, data retention policies, and checkpoint justifications.
• B. Only data lineage tracking.
• C. Real-time chat and collaboration features.
• D. Graphical dashboards of user activity.

Answer: (A)

Foundry’s governance features are about creating a clear, auditable framework around how data moves, is protected, and is managed over time. Data lineage tracking shows exactly how data flows from sources through transformations to final outputs, enabling you to trace provenance, understand the impact of changes, and reproduce results. Sensitive data scanning automatically identifies PII and other restricted data so you can apply appropriate masking, access controls, or redaction, reducing risk and helping meet privacy requirements. Data retention policies automate how long data stays in the system and when it should be archived or deleted, ensuring compliance with regulations and internal policies. Checkpoint justifications capture the reasons for key validation points in data processing pipelines, providing an auditable record of decisions and checks along the workflow. Together, these capabilities give you visibility, protection, lifecycle control, and traceability—all essential for robust governance.

Real-time chat and collaboration tools are about teamwork, not governance controls. Graphical dashboards of user activity can support governance in some ways, but they don’t fully address data provenance, data protection, and lifecycle management in a unified way. Data lineage alone misses retention and protection aspects, so the full set described is the most comprehensive governance picture.