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IT Budget: When Everything Shifts to Business Units, the Blind Spot Weakening the CIO Organization

IT Budget: When Everything Shifts to Business Units, the Blind Spot Weakening the CIO Organization

by Stephane Vivien | Feb 10, 2026 | Management

For several years, a trend has become widespread in many companies: IT budgets have shifted toward business units. Investments are driven by product, marketing, sales, operations and other departments, with a simple logic: fund what is visible, what can be measured...
Data Vault 2.0: A Strategic Lever to Secure and Accelerate Data Value

Data Vault 2.0: A Strategic Lever to Secure and Accelerate Data Value

by Stephane Vivien | Feb 4, 2026 | Data Vault

In many organizations, data has become a critical asset. It fuels performance management, strategic decision-making, regulatory compliance, and increasingly, AI initiatives. Yet despite significant investments, one question frequently arises at executive level: can we...
Data Vault vs BI Legacy: Don’t Replace BI, Decommission It Right

Data Vault vs BI Legacy: Don’t Replace BI, Decommission It Right

by Stephane Vivien | Jun 7, 2021 | BI, Data Management, Data Vault, Technical

Data Vault and BI legacy: why Data Vault doesn’t “replace” BI (and how to decommission safely) Table of contents Context: starting from scratch is rare Let’s put our foot in it: Data Vault is not a BI replacement BI vs Data Vault: different objectives, complementary...
Real IT expert: how to recognize true expertise and why it pays off

Real IT expert: how to recognize true expertise and why it pays off

by Stephane Vivien | Mar 23, 2021 | Management

That is a very good question, thanks for asking 😉 Is an expert simply someone with years of experience? An expert is someone with a lot of years of experience? No, even if it is for 20 years, if you only do the same things in the same context… Is an expert someone who...
MDM and Data Vault EDWH: master data, business keys, and a complementary approach

MDM and Data Vault EDWH: master data, business keys, and a complementary approach

by Stephane Vivien | Feb 1, 2021 | BI, Data Management, Data Vault

There are similarities between the approach to implementing an MDM system and the approach to implementing an EDWH with Data Vault, especially speaking about the business key concept. This for a very simple reason: these 2 subjects are complementary! Why MDM and Data...
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Recent Posts

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  • Error Handling for Data Pipelines (Error Handling and Logging)

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