Elastic's transformation to a serverless architecture for Elastic Cloud Serverless involved shifting from a stateful system to a stateless design, leveraging cloud-native object storage and Kubernetes for orchestration. The changes aimed to meet evolving customer needs for simplified infrastructure management and scalability while optimizing performance and reducing operational complexity. Key strategies included using a push model for control and data communication, automated upgrades, and flexible usage-based pricing.