While insurers are investing in analytics, few are seeing the impact they expect. According to a McKinsey survey of data and analytics leaders at global life and P&C carriers, the main obstacles are lack of strategic alignment, limited integration and front-line adoption, and poor data quality. A number of concrete initiatives can help carriers overcome these challenges and tap the full potential of their investments.