Banks lack tools to assess their exposure to potential regulatory fines.
Machine learning models trained on past enforcement actions to predict future risks.
Compliance departments would pay for early warning signs to address issues.
Start with simple regression on publicly available enforcement data.
Risk: Regulatory environments change unpredictably.