AI privacy governanceAI Data Rights and Deletion
AI data-rights and deletion processes handle access, correction, objection, restriction, portability, and erasure across datasets, models, embeddings, caches, logs, and derived outputs.
Agile deliveryAgile Metrics Selection
Agile metrics selection chooses a small set of measures that support decisions about value, flow, quality, predictability, learning, risk, and sustainability.
Privacy engineeringAnonymization and De-identification
Anonymization and de-identification reduce the ability to associate released or shared data with a specific person, while accounting for linkage and re-identification risk.
Privacy engineering techniqueAnonymization and Pseudonymization
Anonymization aims to prevent data from being linked to an identifiable person, while pseudonymization replaces direct identifiers but retains a controlled path to re-link the data.
Architecture artifactArchitecture Decision Records
An architecture decision record captures an important design choice, its context, alternatives, rationale, consequences, and current status.
Source control securityBranch Protection Governance
Branch protection governance enforces review, status checks, signed or attributable changes, restricted force operations, and controlled exceptions on important source branches.