What risk-aware model deployment looks like in regulated industries

Regulators don't ask banks whether their portfolios look healthy. They require documented proof of how they hold up under adversarial conditions—rate shocks, liquidity crunches, market crashes. The same logic applies to AI models headed for production. Before they carry your name, you need to know how they behave under pressure.What a model card tells you—and what it doesn'tA standard model card surfaces what a model's developers decided to share: training data sources, benchmark scores, accurac