Latest

Ontology vs Semantic Layer: Which One Do You Need?

Ontology vs semantic layer decided with four questions. What a data ontology is, who owns what, and the vendor documentation behind every claim.

by

Jatin S

Updated on

September 9, 2026

Other blog articles

9 Informatica Alternatives for Modern Data Governance

Nine Informatica alternatives for data governance, compared on catalog, lineage, quality, monitoring and published pricing, with every vendor claim cited to the documentation it was read from.

By

Jatin S

Updated on

September 9, 2026

What Unity Catalog Covers, and What It Does Not

Unity Catalog governs everything inside Databricks and stops at its edge. What it covers, the documented limits on lineage and quality, and when it is genuinely enough.

By

Jatin S

Updated on

September 9, 2026

Microsoft Purview vs Collibra for Regulated Enterprises: What Each One Can Prove

Microsoft Purview vs Collibra for banks, insurers and healthcare: audit log retention, lineage as evidence, access control and cost, cited to vendor documentation and primary regulation.

By

Jatin S

Updated on

September 9, 2026

OvalEdge vs Alation: Which Fits a Mid Market Data Team

OvalEdge vs Alation for a mid market data team, compared on licensing, stewardship load, time to first alert and how far each quality engine reaches, with every claim cited to vendor documentation.

By

Jatin S

Updated on

September 9, 2026

Is Snowflake Horizon Enough, or Do You Need a Dedicated Catalog?

When Snowflake Horizon is enough and when it is not: the edition gates, the coverage limits and a decision rule, every claim cited to Snowflake documentation.

By

Jatin S

Updated on

September 9, 2026

Collibra vs Informatica: Which One Fits, and What Each Leaves You to Assemble

Collibra vs Informatica compared on catalog, lineage, quality, observability, deployment and cost, with every claim cited to the vendor documentation it was read from.

By

Jatin S

Updated on

September 9, 2026

Atlan vs Microsoft Purview for a Data Catalog: Where Each One Stops

Atlan vs Microsoft Purview as a data catalog: source coverage, lineage, classification limits and billing, every claim cited to the vendor documentation.

By

Jatin S

Updated on

September 9, 2026

Alation vs Collibra: Which One Fits, and What Both Leave Out

Alation vs Collibra compared on catalog, lineage, quality, governance and cost, with every claim cited to the vendor documentation it was read from.

By

Jatin S

Updated on

September 9, 2026

Alation vs Atlan for Data Governance: Where Each One Wins

Alation vs Atlan compared from both vendors own documentation: column level lineage, native data quality, the anomaly detection each one runs, and the gap they share.

By

Jatin S

Updated on

September 9, 2026

Atlan vs Collibra: Which Fits Enterprise Data Governance

Collibra fits regulated enterprises with a governance team. Atlan fits cloud native teams on Snowflake, Databricks or BigQuery. Here is how to decide, from the documentation.

By

Jatin S

Updated on

September 9, 2026

GDPR and HIPAA Data Compliance Tooling: The 9 Capabilities Each Requires

The 9 capabilities GDPR and HIPAA each require of a data platform, cited to the article and CFR section that sets them, plus what no vendor can do for you.

By

Jatin S

Updated on

September 9, 2026

AI Governance Maturity Model: The 5 Stages Explained

An AI governance maturity model with five stages, a self assessment checklist and what to fix at each stage to advance enterprise AI governance.

Jatin S

By

Jatin S

Updated on

August 22, 2026

AI Governance Framework: What It Is and How to Build One

What is an AI governance framework and how do you build one? A practical AI governance policy structure, controls and evidence pack for regulated teams.

Jatin S

By

Jatin S

Updated on

August 22, 2026

17 Best AI Governance Tools and Platforms (2026)

Compare 17 AI governance tools and platforms for 2026, with pricing, strengths and trade offs for each. See which AI governance software fits your stack.

Jatin S

By

Jatin S

Updated on

August 22, 2026

Data Silos: Types, Causes and How to Break Them Down

What data silos are, the three types and why they form, which ones to break and which to leave, and how to fix them by centralising context rather than moving data.

Jatin S

By

Jatin S

Updated on

August 22, 2026

18 Best Data Lineage Tools Compared (2026)

Compare 18 data lineage tools for 2026, with pricing, column level support and trade offs for each. See which data lineage software fits a regulated data team.

by

Jatin S

Updated on

August 17, 2026

OpenMetadata vs DataHub vs Amundsen vs Commercial (2026)

Compare OpenMetadata, DataHub and Amundsen against commercial data catalogs, with the real cost of self hosting and which one fits your team.

by

Jatin S

Updated on

August 17, 2026

Governance

Why OJK Compliance Is Breaking Indonesia's Data Governance Teams, and What Fixes It

Why OJK compliance has become a weeks-long data governance exercise—and how Decube makes traceability easier.

By

Jatin Solanki

Updated on

August 10, 2026

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