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Expand your cloud data & AI know­ledge with our blogs!


Browse through our blog art­icles and dis­cover the vari­ety of top­ics our experts cover. You’ll find art­icles on the latest tech­no­lo­gies, proven mar­ket­ing strategies, per­sonal growth, and more.


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Our blog articles


14/04/2026

All
Data Integration
Data Management
Data Quality

Schema Con­tracts in Prac­tice: Test­ing and Mask­ing Nes­ted Data in Spark SQL and dbt 


Pre­vi­ous posts in this series addressed two recur­ring chal­lenges when work­ing with nes­ted data in Spark SQL. This post focuses on nes­ted data ...


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14/04/2026

All
Data Integration
Data Management
Data Quality

Man­aging Schema Evol­u­tion in Spark SQL and dbt 


When work­ing with data, change is inev­it­able. Event pro­du­cers adjust formats, add attrib­utes, or modify data types as sys­tems evolve. While th...


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14/04/2026

All
Data Integration
Data Management
Data Quality

Work­ing with Nes­ted Data in Spark SQL: From Dot-Walk­ing to Exploding


As a data engin­eer, data analyst, or Spark SQL prac­ti­tioner, you have prob­ably encountered nes­ted data in Spark SQL in the form of objects nes­t...


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01/04/2026

All
Data Integration
Data Management

The Art of Con­sol­id­a­tion: Har­mon­iz­ing a Multi-Ten­ant DWH in an On-Premises World


While cloud solu­tions are increas­ingly becom­ing the stand­ard, many com­pan­ies con­tinue to rely on their exist­ing on-premises sys­tems – driven...


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05/03/2026

All
Cloud Technologies
Data Management

Optim­iz­ing Dat­ab­ricks Per­form­ance: Liquid Clus­ter­ing and Dele­tion Vec­tors in Practice


Intro­duc­tion Teams run­ning Dat­ab­ricks in pro­duc­tion face the clas­sic tri­angle: per­form­ance, cost, and oper­a­tional effort. Tra­di­tion...


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16/01/2025

All
Data Governance
Data Management
Data Quality

Mas­ter Data Management


This blog post is part of our Data Gov­ernance series. In the first post, we presen­ted Data Gov­ernance (DG) as the driver to achiev­ing data excel­...


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06/12/2024

All
Data Management

Metadata-Driven Insights: Enabling Smart Oper­a­tions in Data Mesh


Intro­duc­tion to the Smar­tOps sys­tem of the Tchibo data plat­form. The Smar­tOps sys­tem is a core com­pon­ent of the Tchibo data plat­form, desig...


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04/09/2024

All
Data Management

Imple­ment­ing Slowly Chan­ging Dimen­sions Type 2 in a Data Ware­house with ODI


By default, a trans­ac­tional sys­tem can alter inform­a­tion, but only keeps track of the most recent ver­sion of the data that has been mod­i­fied....


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