Traditional underwriting relies on static risk scoring models based on historical patterns and fixed parameters. These models lack the flexibility to adapt to dynamic market conditions, lifestyle changes, or emerging health risk indicators. As a result, underwriting decisions may be mispriced, leading to adverse selection and reduced profitability.