**Model failure costs**: The financial impact when models produce wrong predictions (e.g., a demand forecasting error leading to excess inventory) - **Regulatory and legal risk**: Potential fines, lawsuits, or compliance failures - **Reputational risk**: Brand damage from AI failures (biased hiring