Through the use of cognitive computing tools like machine learning, predictive analytics, robotics processing automation, and both image recognition and natural language processing, underwriting is becoming less manual and more automated. Providers of the tools offer novel ways for underwriters to better gauge risk, set premiums, save time, become more efficient and lower loss ratios.