Data Governance ToolsCollibra vs OpenMetadata: Enterprise Suite or Open Source?
Collibra vs OpenMetadata compared on licensing, setup, governance workflows, and total cost, so you can pick a commercial suite or open-source catalog in 2026.
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116 articles on data governance and management
Data ManagementMDM Matching Algorithm Tuning: Precision vs Recall
Master MDM matching algorithm configuration. Balance precision and recall, tune thresholds, and eliminate false duplicates and missed matches.
Data ManagementCustomer Hierarchy Management MDM: A Practical Guide (2026)
Customer hierarchy management in MDM explained: modeling parent-child and household relationships, survivorship across levels, and common pitfalls to avoid.
Data ManagementMDM for Product Data: Reconciling SKU Chaos
Master data management for product data and SKUs across retail and e-commerce channels. Reconcile multi-channel definitions in 2026.
Data Governance ToolsAlation vs Atlan: The 2026 Buyer's Comparison
Alation vs Atlan compared across our six published scoring criteria: adoption-first veteran vs API-first modern stack — and how to choose between them.
Data GovernanceData Lineage - Leveraging the Power of Insight to
Master data lineage, quality, and discovery. Build trustworthy, traceable data pipelines with impact analysis, taxonomy, and observability frameworks for 2026.
Data ManagementData Fabric vs Data Mesh: Architecture, Governance, and How to Choose
Data fabric vs data mesh, honestly compared: what each architecture actually is, how governance works in each, and how to decide which fits your organization.
Data ManagementThe Six Data Quality Dimensions, Explained With Examples
The six data quality dimensions — accuracy, completeness, consistency, timeliness, validity, uniqueness — explained with real examples and how to measure each.
Data ManagementHow to Evaluate MDM Solutions: A Buyer's Guide
A practitioner's MDM buyer's guide: deployment model, domain depth, matching engines, integration, and TCO — plus a decision framework you can run this week.
Data Governance ToolsCollibra vs Atlan: Which Governance Platform Fits Your Stack
Compare Collibra and Atlan for data governance. See architecture, pricing, metadata approach, and which fits mid-market vs. enterprise needs in 2026.
Data GovernanceData Steward Job Description: Duties, Skills, Salary
A complete data steward job description: core duties, required skills, salary ranges, interview questions, and a free downloadable JD template pack.
Data GovernanceBest Free Data Governance Maturity Assessment Tools
The genuinely free data governance maturity assessments compared: DCAM, CDMC, DataCamp, public-sector tools, and interactive DAMA-based options - no email gates.
Data Governance ToolsData Governance Platforms Ranked: 2026 Scoring Matrix
Data governance platforms ranked for 2026: six platforms scored on six criteria, the reasoning behind every number, and how to re-weight for your shortlist.
AI for Data GovernanceCan AI Write Data Quality Rules? A Review Rubric for AI-Generated Checks
AI-drafted data quality rules are a review problem, not an authoring one. Here's the prompt contract, four-bucket rubric, and deployment checklist from one run.
Data ManagementData Catalog Metadata: Capture, Inherit, and Maintain at
Metadata management in data catalogs: what to capture, inheritance patterns, how to reduce manual effort, and keep metadata fresh without burnout.
Data Governance ToolsCollibra vs Microsoft Purview: Pricing, Lineage & Fit (2026)
Collibra vs Purview compared for 2026: catalog depth, lineage, pricing (license vs. Azure consumption), lock-in risk, and which fits your governance maturity.
Data ManagementWhat Is Data Observability? A Practitioner's Guide
Data observability explained: the five pillars, how it differs from data quality, tooling, and how to catch pipeline issues before they reach the business.
ComplianceData Subject Access Requests (DSARs): A Practical Guide
DSARs explained for data teams: what a data subject access request is, GDPR and CCPA timelines, how to fulfill one, and the governance you need to scale it.
Data ManagementData Profiling: Techniques, Tools, and Best Practices
Data profiling explained: column, cross-column, and cross-table techniques, profiling tools, and how to turn profile results into data quality rules.
Data Governance ToolsWhat Is Microsoft Purview (Azure Purview)? A Field Guide
Microsoft Purview, formerly Azure Purview, explained: how it works, the Data Map and Unified Catalog, lineage, sensitivity labels, 2026 pricing, and where it fits.