Insurers can realize significant value in speed-to-market and operating costs by externalizing rating and underwriting rules from their policy admin system.  This session will discuss how personal and commercial lines insurers can leverage AI/Machine Learning to take their stop-and-go linear processes to ongoing monitoring, analysis, decision-making, and deployment cycles. We will explain the benefits of this eco-system approach, hear practical insights from insurance leaders about how they drove this transformation at their companies, and walk through common pitfalls that can prevent organizations from realizing the total value of AI and externalized rating.