Module 06 · Data Minimization & Retention
Intelligent Data Reduction (IDR)
Automated PII data minimization, pseudonymization, retention enforcement, and source remediation engine designed for enterprise data pipelines.
Reduction Engine Specs
PRODUCTION VERIFIEDMinimization Rules:Automated Field Redaction & Tokenization Policies
Pseudonymization:AES-256 Pseudonymization & Reversible Hash Key Vaults
Retention Engine:Automated Expiration & Purge Sweeps by Data Category
Source Remediation:Direct SQL & API Source Remediation Workflows
Audit Verification:Hash-Chained Deletion & Redaction Evidence Logs
Minimization Capabilities
Automated PII minimization & retention enforcement.
Automated PII Redaction & Tokenization
Masks and tokenizes sensitive PII fields across primary databases and data lakes before data is exposed to analytics teams.
Retention Policy Enforcement
Enforces legal retention limits per data category, automatically identifying and purging stale records past statutory hold periods.
Reversible Pseudonymization Vaults
Replaces direct identifiers with cryptographic pseudonyms, preserving analytical utility while safeguarding subject privacy.
Source System Remediation
Executes target remediation actions against SQL databases and cloud buckets with strict rollback and audit safeguards.