How is synthetic data generated?
Synthetic data can be defined as artificially annotated information. It is generated by computer algorithms or simulations. Synthetic data generation is usually done when the real data is either not available or has to be kept private because of personally identifiable information (PII) or compliance risks.
What is synthetic test data generation?
Synthetic test data is generated by AI, that is trained on real data. It is structurally representative, referential integer data with support for relational structures. AI-generated synthetic data is not mock data or fake data. It is as much a representation of the behavior of your customers as production data.