Synthetic Data
Artificially generated data that mimics the statistical properties of real data without containing actual personal information.
Definition
Artificially generated data that mimics the statistical properties of real data without containing actual personal information.
Why It Matters for AI Governance
Synthetic data enables AI testing and development without privacy risks. For governance testing, synthetic Indian PII (fake Aadhaar numbers, PAN cards, UPI IDs) allows teams to validate detection accuracy without using real personal data.
How CrewCheck Handles This
CrewCheck's LLM gateway applies synthetic data-related controls at the request boundary. Every AI call passes through detection, policy evaluation, and audit logging — ensuring that synthetic data is addressed consistently across all teams and providers.
The governance dashboard provides real-time visibility into synthetic data events, with drill-down capabilities for compliance officers and exportable evidence for auditors.