Migrate Talend workflows to Microsoft Fabric with Sonata IntelliConvert, an automated, AI-led approach that unifies enterprise data and analytics on a governed, cloud-scale platform. Achieve up to 50% cost savings, faster insights, and compliance-by-design with an AI-ready data foundation.

Overview: Sonata IntelliConvert, co-developed with Microsoft, accelerates Talend-to-Microsoft Fabric modernization by automating discovery, mapping, conversion, and validation of existing Talend workloads.

Replace siloed, job-based ETL pipelines with a unified, AI-ready data platform while preserving critical data and business logic. Consolidate data integration, engineering, analytics, and governance on Microsoft Fabric to enable cloud-scale processing, faster insights, stronger governance, and AI-driven decision-making.

• Batch-oriented Talend architectures can limit real-time and streaming use cases
• Java-based Talend Studio jobs require specialized skills to maintain and scale
• Multiple tools across Talend Studio, Data Fabric, Data Catalog, Data Quality, and MDM increase complexity
• Licensing, infrastructure, connectors, servers, and schedulers contribute to higher TCO
• Fragmented lineage and governance increase compliance and audit effort
• Limited embedded AI/GenAI capabilities can require custom development or third-party solutions
• Manual migration of jobs and business logic can increase effort, timelines, and risk

• Automated discovery of Talend jobs, routes, contexts, metadata, and dependencies
• Intelligent mapping of Talend components to Microsoft Fabric-native services
• Automated conversion into Fabric pipelines, notebooks, Dataflows Gen2, and Lakehouse artifacts
• Built-in validation of data and business-logic parity before cutover
• Cloud-scale processing for high-volume and near-real-time workloads
• Enables self-service data integration and accelerated Agentic AI adoption

• Auto-discovery: Scans Talend jobs, routes, contexts, metadata, and dependencies across Talend projects.
• Smart mapping: Maps components such as tMap, tJoin, tFilterRow, and tFileInputDelimited to Fabric services including Dataflows Gen2, Data Pipelines, Spark notebooks, and Lakehouse.
• Automated conversion: Regenerates existing ETL logic and orchestration as native Fabric pipelines, notebooks, and Lakehouse artifacts, reducing manual redevelopment.
• Built-in validation: Verifies data outputs and business-logic parity between Talend jobs and converted Fabric assets before cutover.

• Up to 50% cost savings through platform consolidation
• 20% improvement in operational efficiency and agility
• 30-50% Faster migration and time to insight
• Higher developer productivity and faster ramp-up
• Reduced platform and operational complexity
• Improved compliance through integrated governance, lineage, and traceability
• Greater scalability for high-volume and near-real-time workloads
• Reduced migration risk through automated validation

• Buyers: Business Leaders, CIOs, CDOs, and IT Leadership
• Users and providers: IT Managers, Business Analysts, Data Analysts, Data Engineers, Talend/ETL Developers, and Data Engineering Teams
• Ideal for enterprises modernizing Talend workloads, consolidating fragmented data platforms, scaling beyond existing infrastructure, or evaluating migration ahead of Talend/Qlik contract renewals.

Write to us: partnerupdates@sonata-software.com