The purpose of integrating ESKM with Kubernetes is to provide a secured and centralized method for managing encryption keys used by containerized applications and services. Kubernetes supports encryption of sensitive data, such as secrets and configuration information, but relies on an ESKM to securely store and manage encryption keys.