Predictive analytic tools allow insurance companies to utilize historical claims data to proactively mitigate exposures and claim outcomes. Models can identify potential severity early in the life of a claim, ensuring appropriate assignment, collaboration with managed care, and execution of key claim management activities. Additionally, predictive analytic models afford the opportunity to identify potential claim exposure on traditionally no-touch claims, ensuring they are reviewed and the appropriate action is taken early in the claim management process.