Explore how to transform traditional enterprise workflows into intelligent, automated operations using modern event-driven architecture and AI capabilities in this 50-minute conference talk from AWS re:Invent 2025. Discover techniques for evolving monolithic systems into scalable, cloud-native solutions that leverage AI agents for near real-time decision making and automated processing. Learn through practical examples of business process modernization that demonstrate how combining AWS services creates resilient, intelligent systems capable of reducing operational overhead while improving response times. Gain insights into implementing event-driven AI architectures that enable enterprises to build more responsive and intelligent workflow automation systems.