Microsoft Fabric can look like the obvious answer if a company already runs on Microsoft. Power BI is familiar. Azure is already approved. Teams are tired of stitching together pipelines, warehouses, lakehouses, notebooks, semantic models, and security rules across too many tools. That is exactly why the decision deserves care. Fabric is not just another analytics product to add to the stack. It is Microsoft’s attempt to bring data integration, engineering, warehousing, real-