Discover the world of DataLark

Among other things, we inform you about successful customer projects, industry-relevant topics, and how DataLark works.

education articles

Master Data Management
Master Data vs Transactional Data in SAP: Key Differences, Examples, and Why They Matter

Feb 06, 2026

|

18 min read

Learn the difference between master data and transactional data in SAP and how SAP data quality impacts integrations and migrations.

Utilities & Energy | Data Integration & Quality Guide

Feb 05, 2026

|

26 min read

Learn how utilities can manage data fragmentation with automated integration and data quality across SAP IS-U, S/4HANA Utilities, MDM, and EAM.

SAP Data Extraction Tools: How to Reliably Extract SAP Data at Scale

Jan 29, 2026

|

21 min read

Long-term sustainabilityExplore common SAP data extraction approaches, key challenges, and what to consider when designing a scalable, enterprise-ready extraction layer.

Master Data Management
SAP Master Data Governance: Extending SAP MDG Upstream

Jan 27, 2026

|

23 min read

Explore SAP master data governance, SAP MDG capabilities, and how DataLark prepares master data before SAP governance workflows.

SAP Data Migration Cockpit: Why Loads Fail Repeatedly and How to Fix It Before Cutover

Jan 23, 2026

|

19 min read

Struggling with SAP Data Migration Cockpit load failures? Learn how to prepare data before cutover for predictable S/4HANA migration runs.

PLM Data Migration: A Practical Guide to Clean, Automated, and Risk-Free Migration

Jan 20, 2026

|

24 min read

Learn how to approach PLM data migration with proven framework, best practices, and automation tools to reduce risk and ensure reliable product data.

Master Data Management
SAP DataOps: How to Build Reliable SAP Data Pipelines with the Right Frameworks, Tools, and Best Practices

Jan 13, 2026

|

20 min read

Learn how to implement DataOps in SAP environments using proven frameworks, tools, and best practices for automated, reliable SAP data operations.

Data Lineage & Observability: The Next Step After Quality Checks

Jan 12, 2026

|

21 min read

Learn how data lineage and observability extend SAP data quality: reducing migration risk, improving governance, and building trusted enterprise data.

Get a trusted partner for successful data migration