AI Data Quality Engine
Completeness98%
Missing value detection and AI-powered imputation
Accuracy96%
Cross-source validation and anomaly detection
Consistency97%
Business rule enforcement across all entities
Timeliness94%
SLA monitoring for data freshness per source
Uniqueness99%
Duplicate detection with fuzzy matching
Governance & Compliance
+Role-based access control (RBAC) per data asset
+Column-level encryption for PII/sensitive fields
+Full data lineage: source to dashboard to decision
+GDPR / CCPA / PDPL (UAE) compliance automated
+Audit trail: who accessed what, when, and why
+Data classification: Public / Internal / Confidential / Restricted
+Retention policies per jurisdiction (7-year default)
+SOC 2 Type II certified data handling