CluedIn Agentic MDM & Data Quality for Microsoft Fabric - PaaS

CluedIn Agentic Master Data Management for Microsoft Fabric

CluedIn is an Agentic Data Management and Master Data Management (MDM) platform, available as a Microsoft Fabric workflow, delivering trusted, governed golden records across your enterprise data ecosystem.

CluedIn combines enterprise-grade master data management, match & merge, hierarchies, and stewardship with governed AI agents that continuously detect, recommend, and safely resolve data quality and identity issues, scaling data operations beyond what human teams can manage alone.

With native integration into Microsoft Purview, every agent-driven action is explainable, logged, reviewable, and reversible, ensuring autonomous remediation operates within enterprise governance and compliance guardrails.

Key Capabilities

• Golden Records & Survivorship
  Multi-source match & merge with confidence-based survivorship, approvals, and full attribute-level audit trails.

• Graph-Native Hierarchies & Relationships
  Manage cross-domain relationships without upfront modelling, powered by a governed knowledge graph.

• Continuous Data Quality Management
  Live validation, anomaly detection, rule suggestions, and real-time quality scoring across all mastered entities.

• Governance & Stewardship
  Role-based workflows, stewardship queues, SLA-driven remediation, change history, and one-click rollback.

• Fabric-Native Deployment
  Deploy directly into Microsoft Fabric workflows to operationalise trusted master data products for analytics, AI, and downstream business systems.

Azure Integrations

CluedIn integrates natively with Microsoft Azure services including Microsoft Fabric, Microsoft Purview, Azure Data Factory, Azure Synapse Analytics, Azure Databricks, Power BI, Event Hubs, and more.

Business Outcomes

Organisations use CluedIn to achieve:

• Faster golden record delivery in weeks, not months

• 30–60% reduction in manual steward effort

• Continuous remediation across customer, product, supplier, and asset domains

• Trusted, governed data ready for insight and AI initiatives