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Commercial insurers can now apply predictive analytics to improve both the efficiency and effectiveness of their underwriting operations. Predictive models for commercial insurance underwriting guides commercial carriers through the creation of the analytics business case, understanding of current readiness, building a roadmap for change, development of necessary models and deployment of necessary skills and technologies.