Blog — Data Vault & Data Warehouse Automation
Articles on Data Vault 2.0, data warehouse automation, Snowflake, Databricks, and practical data engineering.
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Data Sovereignty & AI: Enterprise DWH
How do you keep your data under control when AI models need access to everything? This webinar shows how to combine data governance with modern AI capabilities.
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Data Vault & Databricks Medallion Stack
Data Vault and Lakehouse are often seen as conflicting approaches. This webinar shows why the opposite is true.
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How I Think About Business Value in Data
Most data projects don’t fail because of technology. They fail because value arrives too late, in the wrong form, or at too high a cost.
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ISO 27001:2022 Certification & SOC 2 Type 2
In today’s rapidly evolving digital landscape, data security is not just a priority—it's a necessity.
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Import Flow.BI AI generated Data Models
Watch how to migrate Flow.BI AI-generated metadata into Datavault Builder using the Migration Vault approach — mapping hubs, links, and automated ETL pipelines.
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Integrating and Unioning Data
In Data Vault Modeling, we use hubs to integrate data. This is one of the main reasons we choose Data Vault modeling.
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Near Real-Time DWH Analytics
In today's data-driven world, credit cards, networks, IoT sensors, and numerous data sources provide real-time data. How can this be processed effectively?
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SSO on Snowflake Snowpark Container Services
Using Datavault Builder with Snowflake's Snowpark container services lets data teams set up and manage data solutions without relying on infrastructure teams.
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Bi-Temporal Data Processing
Whether you're dealing with customer accounts, financial transactions, or insurance claims, this webinar equips you to handle bi-temporal data.
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DVB on Snowflake Snowpark Container Services
In this video we do demonstrate how simple it is to run Datavault Builder on Snowflake Container services.
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Direct Model GIT Check-In and Check-Out
Welcome to our short presentation on Datavault Builder 7.1 and its new GIT check-in and check-out feature for agile development.
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The Migration Vault Concept
A Migration Vault is a specialized metadata store designed as a Data Vault. It facilitates migrating data from an old format to a new one, ensuring compatibility.
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Talend Open Studio Alternative Compared
Datavault Builder offers a large variety of features and modules for the same cost as previously free ETL tools.
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Unified Star Schema Automation
In this video, viewers delve into the world of automated data warehousing with the Unified Star Schema, a concept by Francesco Puppini and Bill Inmon.
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BI-SPEKTRUM Case Study: C&A on Snowflake
BI-SPEKTRUM published an article in issue 2023/3 how one of our clients is using the Datavault Builder to integrate its SAP Data.
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DDVUG Willibald Use Case
Watch the DDVUG Willibald use case: building a full Data Warehouse with 2 data sources in under 3 hours using Datavault Builder.
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Is Data Modeling dead
Do we still need data models? What is the value of models? Why did data modeling fail in the past? How can we create value by modeling?
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Data Vault Bi-temporal: Inscription Time
How to load bi-temporal data into the Data Vault using Inscription Time — patterns, pitfalls, and practical examples.
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Data Vault vs. Data Mesh?
Should I still do Data Vault if there is Data Mesh? In the past few weeks and months, I got these very interesting questions which brought up a several times.
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CI/CD with Datavault Builder on Snowflake
How to use Snowflake's Zero Copy Cloning with Datavault Builder to build a powerful CI/CD pipeline for your data warehouse.
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Do Equi-Joins always matter?
It happens that from time to time I comeacross some statements about how databases work and how they shall be queried. And I like to read those recommendations.
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3NF and Data Vault: Nothing to Fear
From time to time we receive an interesting question: does Datavault Builder support 3NF? The answer is yes — and here is how it works.
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DWH Temporality Pt.4: SCD Type 2 Dimensions
Kimball Style dimensions - SCD Type 2 Output If you haven't read them I recommend reading the first 3 parts first.
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DWH Temporality Part 3: Outputting Timelines
Although in many cases it is not necessary to output the timelines in the reports, there are some cases where the output of timelines is important.
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DWH Temporality Part 2: Reducing Complexity
How to reduce temporal complexity in the Data Vault. Datavault Builder users frequently ask how to map changes over time correctly.
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DWH Temporality Part 1: The Challenge
In the past years, I was confronted with the demand to create a reporting with SCD type 2 dimensions.
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On Multi-Active Satellites in Data Vault
Petr Beles on implementing Multi-Active Satellites as Document Satellites in Data Vault: patterns, trade-offs, and practical guidance.
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On Links
Petr Beles on Data Vault links representing transactions: patterns, pitfalls, and design decisions when modeling transaction links.
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