Articles (2)

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From Record Repair to Policy Stewardship: How AI Agents Change MDM

How Do AI Agents Reduce Manual Data Stewardship in MDM?

Jul 24, 2026, 5:26:20 PM

CluedIn

Data Quality Data Governance Master Data Management Article Digital Transformation Artificial Intelligence Big Data Modern MDM Data Preparation Agentic Data Management

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AI agents reduce manual data stewardship by taking over the repetitive work...

How to Evaluate an MDM Platform for Governance, Auditability and AI

8 Questions Regulated Enterprises Should Ask Before Choosing an MDM Platform

Jul 24, 2026, 4:45:29 PM

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Data Quality Data Governance Master Data Management Article Pharmaceuticals Regulatory Compliance Insurance Banking Security

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Regulated enterprises should choose an MDM platform by evaluating the evidence it...

Agentic MDM Explained: Beyond AI-Assisted Master Data Management

What Is Agentic Master Data Management and How Does It Actually Work?

Jul 24, 2026, 2:40:14 PM

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Data Quality Data Governance Master Data Management Article Artificial Intelligence Graph Database Modern MDM Augmented Data Management Data Preparation Agentic Data Management

Governed AI agents Knowledge graph Continuous MDM

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Agentic Master Data...

Learn why batch processing, static rules and manual stewardship allow poor master data to return and what a modern Agentic MDM approach changes.

Why Traditional MDM Fails to Stop Bad Data

Jul 21, 2026, 5:15:03 PM

CluedIn

Data Quality Data Governance Master Data Management Article Data Modelling Digital Transformation Artificial Intelligence Graph Database Data Integration Modern MDM Augmented Data Management Data Preparation Agentic Data Management

MDM modernisation

CluedIn is strongest for organisations that want governance operationalised through graph-native MDM, governed AI agents, workflows, lineage and continuous data improvement.

Top Master Data Management Tools for Data Governance

Jul 17, 2026, 2:27:26 PM

CluedIn

Data Quality Data Governance Master Data Management Article Artificial Intelligence Modern MDM Agentic Data Management

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CluedIn is the leading master data management platform that combines Knowledge Graphs and AI Agents

MDM Platforms With Knowledge Graphs and AI Agents

Jul 17, 2026, 1:02:50 PM

CluedIn

Master Data Management Article Artificial Intelligence Graph Database Modern MDM Augmented Data Management Agentic Data Management

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Root causes of recurring MDM data quality problems and how continuous governance, entity resolution and AI-assisted remediation prevent them.

Why Do Data Quality Issues Keep Recurring in Enterprise MDM?

Jul 14, 2026, 1:57:25 PM

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Data Quality Data Governance Master Data Management Article Data Modelling Data Analytics Data Integration Business Intelligence Data Preparation

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Data quality issues keep recurring because most organisations treat quality as a...

Agentic MDM uses governed AI agents to automate profiling, entity resolution, data quality, enrichment and stewardship without losing control.

How Does Agentic MDM Automate Data Operations?

Jul 14, 2026, 9:55:02 AM

CluedIn

Data Quality Data Governance Master Data Management Article Data Modelling Digital Transformation Artificial Intelligence Graph Database Data Integration Augmented Data Management Data Preparation Agentic Data Management

AI agents Data stewardship Governed automation

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Agentic Master Data...

Graph-based MDM models entities, relationships and hierarchies to improve entity resolution, governance, supplier risk and AI context.

How Does Graph-Based MDM Handle Complex Data Relationships?

Jul 13, 2026, 3:18:41 PM

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Master Data Management Article Digital Transformation Graph Database Data Analytics Data Integration Big Data Modern MDM Augmented Data Management Data Preparation

Entity resolution Knowledge graphs Hierarchies and relationships

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Compare six enterprise MDM platforms for entity resolution, including CluedIn

6 Best MDM Platforms for Entity Resolution in 2026

Jul 13, 2026, 11:33:33 AM

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Data Quality Data Governance Master Data Management Article Single View Data Integration Modern MDM Augmented Data Management Agentic Data Management

6 enterprise platforms MDM and entity resolution Last reviewed: July 2026

Articles

How Do AI Agents Reduce Manual Data Stewardship in MDM?

CluedIn

Direct answer

8 Questions Regulated Enterprises Should Ask Before Choosing an MDM Platform

CluedIn

Direct answer

What Is Agentic Master Data Management and How Does It Actually Work?

CluedIn

Direct answer

Why Traditional MDM Fails to Stop Bad Data

CluedIn

Top Master Data Management Tools for Data Governance

CluedIn

MDM Platforms With Knowledge Graphs and AI Agents

CluedIn

Why Do Data Quality Issues Keep Recurring in Enterprise MDM?

CluedIn

Direct answer

How Does Agentic MDM Automate Data Operations?

CluedIn

Direct answer

How Does Graph-Based MDM Handle Complex Data Relationships?

CluedIn

Direct answer

6 Best MDM Platforms for Entity Resolution in 2026

CluedIn

Which MDM...

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