Delphix survey: 51% of enterprises don't use synthetic data in AI/ML

A Delphix survey of 518 enterprise technology leaders found a gap between perception and adoption of synthetic data: 56% rank it the best approach for protecting data in AI/ML, yet 51% of organizations don't use it. Only 38% believe solutions offer sufficient realism and 34% cite adequate referential integrity.

• 56% of leaders rank synthetic data the top approach for AI/ML data protection
• 51% of organizations don't use synthetic data in AI/ML workflows
• Only 38% say available solutions provide sufficient data realism
• 34% report synthetic data delivers necessary referential integrity