Financial institutions now replace live human testers with synthetic AI personas to vet new credit cards and banking products. These clones simulate customer behavior to bypass months of recruitment and regulatory delays. Synthetic data allows banks to iterate faster. This shift reduces reliance on real-world pilot groups during early development.