Stop Generating Synthetic Datasets. Start Generating Synthetic Systems.

The article argues that most synthetic data platforms fail by generating isolated datasets instead of interconnected systems, leading to AI model failures and QA issues in sensitive sectors like BFSI and healthtech. It stresses that AI products rely on complex databases, requiring synthetic data to reflect actual user behavior across multiple tables to be effective.