IBM Bluemix is an open-standards, cloud-based platform designed for building, running, and managing applications, utilizing technologies like Cloud Foundry, Docker, and OpenStack. It provides flexible deployment options, robust DevOps tooling, and a catalog of services to enhance app functionality while supporting continuous delivery and scaling. Key features include various compute options, integration capabilities, and a focus on user-defined experiences.