Support Underwriter Training with Scenario Simulation

Training new underwriters effectively requires exposing them to diverse and complex scenarios. LLMs can generate realistic, synthetic underwriting case files based on historical data and defined parameters. Trainees can practice evaluating these simulated cases within a safe environment, receiving feedback on their assessments and decisions guided by the LLM or senior underwriters. This accelerates the learning curve and builds practical skills. An LLM could generate a complex commercial liability case with conflicting information for a trainee to analyze.