Modernize Analytics on Microsoft Fabric with iAURA

What we offer:

1. Assess & Plan Fabric Adoption • Inventory extraction of existing ADF, Synapse, Power BI, SQL, or third-party workloads • Evaluate compatibility with Fabric workloads (e.g., mapping ADF to Data Factory in Fabric, Synapse Spark to Fabric Lakehouse, etc.) • Define a phased migration roadmap and landing zone architecture
2. Implement Fabric Architecture • Set up OneLake as the centralized data lake using delta format • Configure Fabric workspaces, capacities, and access control • Integrate Microsoft Purview for lineage, classification, and governance • Establish medallion architecture for Lakehouse (Bronze/Silver/Gold)
3. Migrate Workloads • Migrate existing data pipelines from ADF/Synapse into Fabric Pipelines • Rebuild or refactor Spark/Synapse scripts into Fabric notebooks • Move Power BI datasets to DirectLake mode for enhanced performance • Recreate Synapse SQL pools using Fabric's SQL Warehouse • Ingest real-time data with Fabric Real-Time Analytics (KQL over Eventstream)
4. Enable AI and Real-Time Scenarios • Integrate Copilot in Fabric for natural language queries, report generation, and code assist • Configure Data Activator for event-driven triggers on top of business rules • Enable ML models within Lakehouse for embedded analytics
5. Train & Support • Conduct workshops for data engineers, analysts, and business users • Provide admin runbooks and workspace templates • Optional managed service for Fabric operations and tuning

Why Persistent? iAURA is our agentic AI framework that works alongside Microsoft Fabric to intelligently accelerate migration, automate governance, and enhance analytics with contextual insight generation — reducing manual effort and time-to-value. Key Capabilities: 🔹 Agent-Led Pipeline Modernization • iAURA agents assist in migrating existing ETL pipelines into Fabric-native workflows using. 🔹 AI-Augmented Data Workflows • Automatically profile datasets in OneLake and suggest transformations, quality checks, and metadata enrichment. • Intelligent recommendations for Lakehouse model design (Bronze/Silver/Gold) based on data usage and lineage. 🔹 Proactive Governance & Monitoring • Leverages Fabric’s built-in observability and integrates with Microsoft Purview for real-time monitoring of schema drift, policy violations, and unused artifacts. • Embedded AI agents suggest remediation actions and drive automation 🔹 Business Insight • Surface actionable insights from Fabric Power BI datasets using business-context agents trained on your KPIs, goals, and industry benchmarks. • Enable natural language interfaces for non-technical users to query data or trigger actions.

By integrating iAURA with Microsoft Fabric, we ensure your organization does not just migrate to a modern platform — it transforms the way users interact with data, automates repeatable tasks, and infuses AI across the entire analytics lifecycle. Key Benefits: Fabric is more than a modernization path — it is a replatforming of analytics as SaaS, where governance, scalability, and collaboration are built-in. Our services reduce the complexity of migration and enable rapid realization of Fabric’s value, including: • Unified experience across data engineering, warehousing, science, and BI • No data movement: Fabric reads from OneLake using DirectLake • Cross-workload integration and lineage visibility • Built-in support for GenAI use cases via Copilot • Pay-as-you-go compute via Microsoft Fabric Capacities

Next Steps: Reach out to us to schedule a free Fabric Readiness Workshop and receive a customized migration roadmap tailored to your organization.