Cross-functional coordination: Partner with stakeholders across the underwriting ecosystem (e.g., modeling/tool owners, data teams, finance partners, and subject matter experts) to obtain answers, trace data lineage, and confirm appropriate interpretation of results. Model output investigation & variance analysis: Perform diagnostic reviews to explain changes in results across pricing and forecasting tools/models, including identification of key drivers, input changes, data shifts, and methodology impacts.