Fabric Implementation

Smart Analytica enables enterprises to modernize and unify their analytics ecosystem by implementing end-to-end data platforms on Microsoft Fabric. We transform fragmented legacy systems into a consolidated, governed, and AI-enabled Fabric environment leveraging OneLake, Lakehouse, Data Engineering, Real-Time Analytics, and Copilot-powered experiences. Our structured, accelerator-driven approach helps organizations build modern Data Warehouses and Delta Lake architectures on Fabric, minimizing effort, risk, and cost while maximizing performance, governance, and AI readiness.

Core Azure Fabric Capabilities • Integration of heterogeneous source systems (On-Prem, SaaS, APIs, Databases, Streaming) • Flexible ingestion patterns – File-based, Database, API, Streaming • Data Quality, Governance & Security with Microsoft Purview and Fabric’s built-in governance • Error Handling, Restartability & Operational Controls • Data Architecture & Modeling using Medallion & Lakehouse patterns • OneLake Storage integration & multi-domain data organization • Scheduling, Orchestration & Pipeline Automation using Azure Data Factory • Downstream Integration with BI, ML, and application layers • BI & AI Activation through Power BI, Fabric ML, and Azure AI Foundry

Smart Analytica Accelerators • AI-powered Discovery & Assessment for migration readiness • Cloud Ingestion Frameworks for Batch, CDC & Streaming (Fabric Data Factory, Event Hub, ADF) • Automated SQL Code Conversion across dialects (Teradata, Oracle, Netezza, etc.) • Automated Data Validation & Reconciliation at scale • Synthetic Data Generation for safe testing and model-training scenarios

Azure Services We Leverage Microsoft Fabric (OneLake, Data Engineering, Data Factory, Real-Time Analytics, Data Science, Data Activator), Azure SQL, Azure Data Factory, Azure Data Lake Storage Gen2, Azure Event Hub, Azure Databricks, Microsoft Purview, Power BI, Azure OpenAI