Abhi Bakre, IBM & Kristina Welke, New York Life
This interview at the Amazon Web Services, AWS Financial Services Symposium 2026 examines artificial intelligence, AI-first modernization in insurance and its impact on data modernization cloud adoption and broker experience. Rebecca Knight of theCUBE Research hosts a discussion with Abhi Bakre of IBM, lead client partner strategy and transformation and Kristina Welke of New York Life, vice president. Bakre draws on two decades serving life annuity and group carriers to address data fragmentation operating-model change and scaling AI use cases. They emphasize treating AI as an operating-model and people transformation rather than merely a technology upgrade and they stress trusted data sources human-in-the-loop controls and responsible AI guardrails. Welke outlines New York Life’s people-first priorities cloud progress and how IBM-AWS collaboration reimagines client and broker experiences. They highlight opportunities to drive top-line growth and improved servicing through faster onboarding reduced manual work and enhanced broker and client interactions enabled by cloud-native capabilities without wholesale core replacement. Key takeaways include prioritizing responsible AI governance data modernization and cloud-native approaches to unlock operational efficiency and revenue growth in insurance. The conversation addresses practical steps to scale AI use cases improve broker experience and preserve trust while modernizing core processes.