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Ideas for Modern Data Teams
This blog is where we share what's working (and what's not) across modern data architecture, data engineering, and business intelligence.
You'll find:
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Practical tips and examples from real-world projects
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Tools we actually use
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Opinions and insights from our team
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Updates from our products and community

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The Truth About Implementing Data Vault
The shocking truth is that Chief Information Officers (CIOs) are being convinced that hand-coding their Data Vault solutions is a good idea. This is a mistake. There are two groups who convince the CIO to make this expensive mistake. I have seen examples of both in recent weeks.
Jul 29, 20243 min read


5 Mistakes to Avoid when Starting with Data Vault Modeling
Starting with Data Vault data modeling can be a daunting task, and it's easy to fall into several common pitfalls. Here, we’ll explore five of the most frequent mistakes that can lead to problems in Data Vault projects and provide insights into how to avoid them.
Jul 1, 20246 min read


Joining your data teams with dbt Mesh: Leveraging Data Vault for a robust Data Mesh approach
Successful businesses are always looking for ways to streamline and optimize their data workflows. The combination of AutomateDV, Data Vault, and dbt Cloud offers a powerful solution for data teams aiming to build a robust Data Mesh.
Jun 2, 20243 min read


13 Data Vault Terms you Need to Know
Whether you are an experienced data professional or completely new to the industry, understanding Data Vault and its core concepts could be really helpful to your organisation. In this article, we will explore the core principles of Data Vault, exploring 13 terms that every data professional needs to know.
May 9, 20243 min read


5 Ways ChatGPT can support Data Vault in 2025
Large Language Models (LLMs) like ChatGPT have introduced unique opportunities for almost every industry. It is like having an all-knowing colleague sit at your desk with you, ready to respond to your queries instantly.
May 3, 20243 min read


Empowering Data Mesh: The tools to deliver BI Excellence
In the dynamic landscape of data management, the search for agility, scalability, and efficiency has led organizations to explore new, innovative approaches. One such innovation gaining traction is the Data Mesh framework. The Data Mesh approach distributes data ownership and decentralizes data architecture, paving the way for enhanced agility and scalability.
Feb 6, 20247 min read


How to learn Data Vault
Staying ahead of your competition is not just an advantage—it's a necessity. For Business Intelligence managers, data engineers, and IT executives, understanding and adopting Data Vault can be a crucial part of doing that.
Jan 25, 20243 min read


Data Vault vs Bill Inmon: a comparison of data warehousing methods
In the world of data and business, your choice of a data warehousing methodology can significantly impact your organisation’s ability to harness data for strategic decision-making.
Jan 16, 20245 min read


What are Data Contracts?
In this blog, we will delve into data contracts, focusing on the implementation strategies, best practices, and their crucial role in navigating a highly distributed and agile data ecosystem, specifically Data Vault.
Jan 12, 20245 min read


9 Hard Problems in Agile Data Warehousing and How to Address Them
What are the “hard problems” that your team is dealing with? First, you may ask “what are hard problems?”. Scott Ambler – agile data coach and consulting methodologist – outlined exactly what he means.
Nov 28, 20234 min read


Demystifying Data Vault for Non-Technical Users
In the constantly evolving landscape of data management, Data Vault has emerged as the platform of choice for large corporations worldwide. However, its impact extends far beyond IT departments.
Sep 4, 20233 min read


Unlock the Power of Testing in Data Vault 2.0
Testing is vital to any successful Data Vault 2.0 project. It helps you build robust and trustworthy data solutions. In a recent Data Vault User Group meet-up, our Data Engineer, Chris Fisher, spoke on the role of testing in a Data Vault project.
Jul 25, 20233 min read
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