Responsible underwriting Responsible underwriting Matt Ferguson led the Responsible Underwriting discussion, which featured Deana Murfitt of Artificial, Matt Stein of Salient Predictions, Jonathan Jackson of Previsico, and Arash Ghauss of Live-EO. The panel covered how underwriting will need to take a more holistic approach to ensure that techniques solve issues for the many rather than the few. The insurance industry may seem slow to change. Still, lots of work is being undertaken to enable systems to ingest new types of data sets while ensuring compliance with data regulations. With better incentives to provide more comprehensive and compliant insurance products and services, the sector wants to identify ways to underwrite risks more fairly and responsibly where client companies and individuals feel safe, secure, and protected against the unexpected despite the visibility of more profound insight.