IBM Bluemix is a cloud-based platform designed for building, running, and managing applications with a focus on speed and flexibility, catering to the evolving needs of businesses. It supports a range of development options, integrates various services, and provides infrastructure choices such as public, dedicated, or on-premises. The platform emphasizes security and seamless management across hybrid implementations while enabling rapid application deployment and development.