Commercial and Specialty insurers face difficulties in satisfying customer and agent/broker demands, accurately segmenting, pricing, and quoting, amidst evolving market conditions. This presentation will explore innovative approaches to insuring risk by enhancing collaboration between insurers and brokers through use of data and AI-driven underwriting support.