In tandem with the evolution and maturation of cloud computing technologies, a multitude of information systems have transitioned to cloud environments. Nonetheless, prevailing cryptographic applications and management systems tailored for cloud platforms and container orchestration are flawed, marred by inadequacies such as insufficient support for encryption algorithms and the prevalent use of insecure software key storage practices. This paper delves into the current state of cloud platforms, container management, and encryption application architectures, subsequently proposing an innovative, cloud-oriented framework for encryption application and management. This framework is designed to address these limitations. Implemented and validated through Jenkins for continuous integration and Harbor for container image registry, this architecture demonstrates efficacy in facilitating encryption application and management within cloud environments.