Textual and cluster analysis of 10-K documents reveals three #riskculture classes linked to #riskstrategies, decisions, and recruitment. Firms with a strong risk culture show better #financialperformance and more diverse boards. #regulatory #supervision can help #insurers improve #risk behaviors.