IBM has merged the Bluemix brand with the IBM Cloud brand, continuing to offer existing services under the simpler name while introducing a new IBM Cloud Lite account that never expires. The Watson Data Platform is designed to help data-driven professionals collaborate and leverage machine learning to derive insights, while addressing challenges around data access and quality. It emphasizes intelligent governance, self-service access to data, and support for various roles within organizations to enhance data-driven decision-making.