In their own words from the Microsoft Digital blog: "The goal is to make data management invisible. You shouldn't know you're using a policy engine any more than you know you're using a DNS server."
Tracking where data originated and how it has been transformed over time. data management strategy at microsoft read online
Microsoft advocates for a "break-glass" architecture that combines the best of data warehouses and data lakes. In their own words from the Microsoft Digital
Microsoft's 2026 data management strategy shifts toward activation and orchestration, treating data as a high-quality product within a unified "campus" powered by Microsoft Fabric. The approach emphasizes a federated data mesh, embedded governance through Microsoft Purview, and AI-ready data foundations designed for autonomous agent integration. For a deep dive into implementing these frameworks, you can explore the Microsoft Cloud Adoption Framework for AI online. Govern AI - Cloud Adoption Framework - Microsoft Learn Govern AI - Cloud Adoption Framework - Microsoft Learn