Typically, data is stored in relational format as dimension and fact tables. They're sometimes referred to as dimensional models or data marts. To business services and data consumers, data models are their interface with the BI platform.Ī BI platform can deliver three different types of models:Įnterprise models are built and maintained by IT architects. Data modelsĭata models provide you with control over how data is structured and accessed. We'll describe several of our frameworks in this article. Also, development became faster and collaboration across large teams became more responsive and effective. We learned that well-designed frameworks increase visibility into data lineage, impact analysis, business logic maintenance, managing taxonomy, and streamlining governance. They also offer flexibility in architecture leveraging many technologies, and they streamline and reduce engineering overhead via repeatable processes. Technical and business process frameworks increase the reuse of design and logic and provide a consistent outcome. FrameworksĪt Microsoft, from the outset we adopted a systems-like approach by investing in framework development. And, it must be sufficiently resilient to adapt to change-because it's a certainty that in time new data and subject areas must be brought online. At the same time, it must be secure from the ground up. Specifically, it must scale and perform to meet the expectations of business services and data consumers. The platform must support specific demands. In a large organization, a BI solution architecture can consist of: The design of such a complex structure requires an engineering mindset, though it can be one of the most creative and rewarding IT architectures you could design. Together, they can be leveraged to deliver a scalable and data-driven cloud BI platform.ĭesigning a robust BI platform is somewhat like building a bridge a bridge that connects transformed and enriched source data to data consumers. Technologies include Azure, Power BI, and Excel. You'll learn about BI solution architecture in the COE and the different technologies employed. This article targets IT professionals and IT managers.

Power bi ppt 2021