Insights & Architecture Guides.
Practical technical insights written by our solution architects on Microsoft Fabric migration, medallion engineering, Direct Lake semantic modeling, and enterprise data governance.
Migrating Enterprise BI to Microsoft Fabric: Complete Architecture Blueprint
Comprehensive roadmap for migrating legacy Azure Synapse, Data Factory, and on-premises SQL data warehouses into unified OneLake workspaces with Direct Lake mode.
Implementing the Medallion Architecture (Bronze, Silver, Gold) in OneLake
How to structure high-throughput Delta Lake tables, enforce schema contracts, execute PySpark cleansing routines, and optimize Delta Parquet file compaction.
Direct Lake vs Import vs DirectQuery: Real-World Latency & Memory Benchmarks
Analysis of query latency, VertiPaq memory utilization, and fallback prevention strategies across 50-million-row enterprise transactional models.
Enterprise Data Lineage & Row-Level Security with Microsoft Purview
Establishing end-to-end auditability from raw ERP sources through Lakehouse layers to executive scorecards, with dynamic Azure Active Directory RLS.
Change Data Capture (CDC) Patterns for High-Volume ERP Ingestion
Techniques for streaming transactional modifications from SAP S/4HANA and Oracle Cloud into Fabric Lakehouse tables with near-zero source database load.
Preparing Governed Data Foundations for Microsoft Fabric Copilot
Why GenAI and natural language querying fail on uncurated data, and how star-schema semantic modeling provides the required business context for accurate Copilot answers.