Article

MDM: How to Match and Merge Records

A practical guide to record matching and merging strategies for master data management, from deterministic rules to merge conflict handling.

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Article

Strategies to Propagate Master Data Merges

Patterns for propagating master data merge operations across downstream systems, event streams, and reconciliation processes.

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Article

Data Management, Quality, and Governance

How data management, data quality, and governance work together to create trustworthy operating context for data teams.

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Guide

The Lightweight Data Governance Playbook

A pragmatic guide to establishing governance practices that help teams move faster instead of adding process overhead.

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Brief

Navigating the EU AI Act for Data Teams

A concise guide to mapping AI system evidence, risk workflows, and data dependencies for EU AI Act readiness.

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Webinar

Data Contracts: Making the Shift Left

An on-demand session on using data contracts to catch breaking changes before they reach downstream consumers.

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Guide

Setting Up Your First Data Catalog

A step-by-step guide to scanning a warehouse, documenting critical assets, and assigning ownership.

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Template

Data Quality ROI Calculator

A spreadsheet template for estimating the operational cost of quality issues and building a remediation business case.

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Example

Sample Scenario: Reducing Data Incident Response Time

A fictional walkthrough showing how lineage, ownership, quality checks, and issue workflows can shorten incident investigation.

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