Sara Wood is the Actuarial Data Product Owner at AAIS. She supports the development, expansion, and adoption of the FLAMES (Fire Loss and Mitigation Evaluation Score) methodology, which enables insurers to assess local fire protection and mitigation efforts. Sara is best known for her expertise in the collection, analysis, and use of fire service data. She is passionate about teaching others how to apply data to community risk reduction strategies, helping them build effective programs that lead to safer communities.